In [3]:
fig = plt.figure(figsize=(15,8))
ax=fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(images[11][0])
plt.show()
Company X owns a movie application and repository which caters movie streaming to millions of users who on subscription basis. Company wants to automate the process of cast and crew information in each scene from a movie such that when a user pauses on the movie and clicks on cast information button, the app will show details of the actor in the scene. Company has an in-house computer vision and multimedia experts who need to detect faces from screen shots from the movie scene. The data labelling is already done. Since there higher time complexity is involved in theThe dataset comprises of images and its mask for corresponding human face.
To build a face detection system.
import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_split
import tensorflow
import matplotlib.pyplot as plt
tensorflow.__version__
'2.9.1'
images = np.load('images.npy',allow_pickle=True)
images.shape
(409, 2)
fig = plt.figure(figsize=(15,8))
ax=fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(images[11][0])
plt.show()
print(images[0][1])
[{'label': ['Face'], 'notes': '', 'points': [{'x': 0.08615384615384615, 'y': 0.3063063063063063}, {'x': 0.1723076923076923, 'y': 0.45345345345345345}], 'imageWidth': 650, 'imageHeight': 333}, {'label': ['Face'], 'notes': '', 'points': [{'x': 0.583076923076923, 'y': 0.2912912912912913}, {'x': 0.6584615384615384, 'y': 0.46846846846846846}], 'imageWidth': 650, 'imageHeight': 333}]
Imp Note: Replace all the pixels within masked area with 1.
Hint: X will comprise of array of image whereas Y will comprise of coordinates of the mask(human face). Observe: data[0], data[0][0], data[0][1].
data= pd.DataFrame({'X':images[0],'Y':images[1]})
IMAGE_WIDTH = 224
IMAGE_HEIGHT = 224
IMAGE_SIZE = 224
ALPHA = 1
import cv2
from keras.applications.imagenet_utils import preprocess_input
Y = np.zeros((int(images.shape[0]),IMAGE_HEIGHT,IMAGE_WIDTH ))
X = np.zeros((int(images.shape[0]),IMAGE_HEIGHT,IMAGE_WIDTH,3))
for index in range(images.shape[0]):
img = images[index][0]
img = cv2.resize(img,dsize= (IMAGE_HEIGHT,IMAGE_WIDTH), interpolation = cv2.INTER_CUBIC)
try:
img = img[:,:,:3]
except:
continue
X[index] = preprocess_input(np.array(img,dtype = np.float32))
for i in images[index][1]:
x1 = int (i['points'][0]['x']* IMAGE_WIDTH)
x2 = int (i['points'][1]['x']* IMAGE_WIDTH)
y1 = int (i['points'][0]['y']* IMAGE_HEIGHT)
y2 = int (i['points'][1]['y']* IMAGE_HEIGHT)
Y[index] [y1:y2, x1:x2] = 1
X.shape
(409, 224, 224, 3)
Y.shape
(409, 224, 224)
X_train,X_test,y_train,y_test= train_test_split(X,Y,test_size= 9)
X_train.shape
(400, 224, 224, 3)
y_train.shape
(400, 224, 224)
X_test.shape
(9, 224, 224, 3)
y_test.shape
(9, 224, 224)
fig = plt.figure(figsize=(15,8))
ax=fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(images[11][0])
plt.show()
n=11
fig = plt.figure(figsize=(15,8))
ax = fig.add_subplot(1,1,1)
plt.axis('off')
_ = plt.imshow(X[n])
Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).
n=11
fig = plt.figure(figsize = (15,8))
ax=fig.add_subplot(1,1,1)
plt.axis('off')
_=plt.imshow(Y[n])
Hint: 1. Use MobileNet architecture for initial pre-trained non-trainable layers.
Hint: 2. Add appropriate Upsampling layers to imitate U-net architecture.
from tensorflow.keras.applications.mobilenet import MobileNet
from tensorflow.keras.layers import Concatenate, UpSampling2D, Conv2D, Reshape
from tensorflow.keras.models import Model
import tensorflow as tf
from keras.layers import BatchNormalization
import keras.models
#from keras.layers import concatenate
def conv_block_simple(prevlayer,filters,prefix,strides=(1,1)):
conv = Conv2D(filters, (3,3), padding = 'same', kernel_initializer='he_normal', strides= strides, name = prefix+'_conv')(prevlayer)
conv = BatchNormalization(name = prefix + 'BatchNormalization')(conv)
conv= tf.keras.layers.Activation('relu', name = prefix + 'ActivationLayer')(conv)
return conv
def create_model(trainable=True):
model = MobileNet(input_shape=(IMAGE_HEIGHT, IMAGE_WIDTH, 3), include_top=False, alpha=ALPHA, weights="imagenet")
for layer in model.layers:
layer.trainable = trainable
#block0 = model.layers[0].input
block1 = model.get_layer("conv_pw_13_relu").output
block2 = model.get_layer("conv_pw_11_relu").output
block3 = model.get_layer("conv_pw_5_relu").output
block4 = model.get_layer("conv_pw_3_relu").output
block5 = model.get_layer("conv_pw_1_relu").output
up1 = Concatenate()([UpSampling2D()(block1),block2])
conv6 = conv_block_simple(up1, 256, 'conv_6_1')
conv6 = conv_block_simple(conv6, 256, 'conv_6_2')
up2 = Concatenate()([UpSampling2D()(conv6),block3])
conv7 = conv_block_simple(up2, 256, 'conv_7_1')
conv7 = conv_block_simple(conv7, 256, 'conv_7_2')
up3 = Concatenate()([UpSampling2D()(conv7),block4])
conv8 = conv_block_simple(up3, 192, 'conv_8_1')
conv8 = conv_block_simple(conv8, 128, 'conv_8_2')
up4 = Concatenate()([UpSampling2D()(conv8),block5])
conv9 = conv_block_simple(up4, 96, 'conv_9_1')
conv9 = conv_block_simple(conv9, 64, 'conv_9_2')
up5 = Concatenate()([UpSampling2D()(conv9),model.input])
conv10 = conv_block_simple(up5, 48, 'conv_10_1')
conv10 = conv_block_simple(conv10, 32, 'conv_10_2')
conv10 = tf.keras.layers.SpatialDropout2D(0.2)(conv10)
x= Conv2D(1, (1,1), activation = 'sigmoid')(conv10)
x= Reshape((IMAGE_SIZE, IMAGE_SIZE))(x)
return Model (inputs = model.input, outputs= x)
model = create_model(True)
model.summary()
Model: "model"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 224, 224, 3 0 []
)]
conv1 (Conv2D) (None, 112, 112, 32 864 ['input_1[0][0]']
)
conv1_bn (BatchNormalization) (None, 112, 112, 32 128 ['conv1[0][0]']
)
conv1_relu (ReLU) (None, 112, 112, 32 0 ['conv1_bn[0][0]']
)
conv_dw_1 (DepthwiseConv2D) (None, 112, 112, 32 288 ['conv1_relu[0][0]']
)
conv_dw_1_bn (BatchNormalizati (None, 112, 112, 32 128 ['conv_dw_1[0][0]']
on) )
conv_dw_1_relu (ReLU) (None, 112, 112, 32 0 ['conv_dw_1_bn[0][0]']
)
conv_pw_1 (Conv2D) (None, 112, 112, 64 2048 ['conv_dw_1_relu[0][0]']
)
conv_pw_1_bn (BatchNormalizati (None, 112, 112, 64 256 ['conv_pw_1[0][0]']
on) )
conv_pw_1_relu (ReLU) (None, 112, 112, 64 0 ['conv_pw_1_bn[0][0]']
)
conv_pad_2 (ZeroPadding2D) (None, 113, 113, 64 0 ['conv_pw_1_relu[0][0]']
)
conv_dw_2 (DepthwiseConv2D) (None, 56, 56, 64) 576 ['conv_pad_2[0][0]']
conv_dw_2_bn (BatchNormalizati (None, 56, 56, 64) 256 ['conv_dw_2[0][0]']
on)
conv_dw_2_relu (ReLU) (None, 56, 56, 64) 0 ['conv_dw_2_bn[0][0]']
conv_pw_2 (Conv2D) (None, 56, 56, 128) 8192 ['conv_dw_2_relu[0][0]']
conv_pw_2_bn (BatchNormalizati (None, 56, 56, 128) 512 ['conv_pw_2[0][0]']
on)
conv_pw_2_relu (ReLU) (None, 56, 56, 128) 0 ['conv_pw_2_bn[0][0]']
conv_dw_3 (DepthwiseConv2D) (None, 56, 56, 128) 1152 ['conv_pw_2_relu[0][0]']
conv_dw_3_bn (BatchNormalizati (None, 56, 56, 128) 512 ['conv_dw_3[0][0]']
on)
conv_dw_3_relu (ReLU) (None, 56, 56, 128) 0 ['conv_dw_3_bn[0][0]']
conv_pw_3 (Conv2D) (None, 56, 56, 128) 16384 ['conv_dw_3_relu[0][0]']
conv_pw_3_bn (BatchNormalizati (None, 56, 56, 128) 512 ['conv_pw_3[0][0]']
on)
conv_pw_3_relu (ReLU) (None, 56, 56, 128) 0 ['conv_pw_3_bn[0][0]']
conv_pad_4 (ZeroPadding2D) (None, 57, 57, 128) 0 ['conv_pw_3_relu[0][0]']
conv_dw_4 (DepthwiseConv2D) (None, 28, 28, 128) 1152 ['conv_pad_4[0][0]']
conv_dw_4_bn (BatchNormalizati (None, 28, 28, 128) 512 ['conv_dw_4[0][0]']
on)
conv_dw_4_relu (ReLU) (None, 28, 28, 128) 0 ['conv_dw_4_bn[0][0]']
conv_pw_4 (Conv2D) (None, 28, 28, 256) 32768 ['conv_dw_4_relu[0][0]']
conv_pw_4_bn (BatchNormalizati (None, 28, 28, 256) 1024 ['conv_pw_4[0][0]']
on)
conv_pw_4_relu (ReLU) (None, 28, 28, 256) 0 ['conv_pw_4_bn[0][0]']
conv_dw_5 (DepthwiseConv2D) (None, 28, 28, 256) 2304 ['conv_pw_4_relu[0][0]']
conv_dw_5_bn (BatchNormalizati (None, 28, 28, 256) 1024 ['conv_dw_5[0][0]']
on)
conv_dw_5_relu (ReLU) (None, 28, 28, 256) 0 ['conv_dw_5_bn[0][0]']
conv_pw_5 (Conv2D) (None, 28, 28, 256) 65536 ['conv_dw_5_relu[0][0]']
conv_pw_5_bn (BatchNormalizati (None, 28, 28, 256) 1024 ['conv_pw_5[0][0]']
on)
conv_pw_5_relu (ReLU) (None, 28, 28, 256) 0 ['conv_pw_5_bn[0][0]']
conv_pad_6 (ZeroPadding2D) (None, 29, 29, 256) 0 ['conv_pw_5_relu[0][0]']
conv_dw_6 (DepthwiseConv2D) (None, 14, 14, 256) 2304 ['conv_pad_6[0][0]']
conv_dw_6_bn (BatchNormalizati (None, 14, 14, 256) 1024 ['conv_dw_6[0][0]']
on)
conv_dw_6_relu (ReLU) (None, 14, 14, 256) 0 ['conv_dw_6_bn[0][0]']
conv_pw_6 (Conv2D) (None, 14, 14, 512) 131072 ['conv_dw_6_relu[0][0]']
conv_pw_6_bn (BatchNormalizati (None, 14, 14, 512) 2048 ['conv_pw_6[0][0]']
on)
conv_pw_6_relu (ReLU) (None, 14, 14, 512) 0 ['conv_pw_6_bn[0][0]']
conv_dw_7 (DepthwiseConv2D) (None, 14, 14, 512) 4608 ['conv_pw_6_relu[0][0]']
conv_dw_7_bn (BatchNormalizati (None, 14, 14, 512) 2048 ['conv_dw_7[0][0]']
on)
conv_dw_7_relu (ReLU) (None, 14, 14, 512) 0 ['conv_dw_7_bn[0][0]']
conv_pw_7 (Conv2D) (None, 14, 14, 512) 262144 ['conv_dw_7_relu[0][0]']
conv_pw_7_bn (BatchNormalizati (None, 14, 14, 512) 2048 ['conv_pw_7[0][0]']
on)
conv_pw_7_relu (ReLU) (None, 14, 14, 512) 0 ['conv_pw_7_bn[0][0]']
conv_dw_8 (DepthwiseConv2D) (None, 14, 14, 512) 4608 ['conv_pw_7_relu[0][0]']
conv_dw_8_bn (BatchNormalizati (None, 14, 14, 512) 2048 ['conv_dw_8[0][0]']
on)
conv_dw_8_relu (ReLU) (None, 14, 14, 512) 0 ['conv_dw_8_bn[0][0]']
conv_pw_8 (Conv2D) (None, 14, 14, 512) 262144 ['conv_dw_8_relu[0][0]']
conv_pw_8_bn (BatchNormalizati (None, 14, 14, 512) 2048 ['conv_pw_8[0][0]']
on)
conv_pw_8_relu (ReLU) (None, 14, 14, 512) 0 ['conv_pw_8_bn[0][0]']
conv_dw_9 (DepthwiseConv2D) (None, 14, 14, 512) 4608 ['conv_pw_8_relu[0][0]']
conv_dw_9_bn (BatchNormalizati (None, 14, 14, 512) 2048 ['conv_dw_9[0][0]']
on)
conv_dw_9_relu (ReLU) (None, 14, 14, 512) 0 ['conv_dw_9_bn[0][0]']
conv_pw_9 (Conv2D) (None, 14, 14, 512) 262144 ['conv_dw_9_relu[0][0]']
conv_pw_9_bn (BatchNormalizati (None, 14, 14, 512) 2048 ['conv_pw_9[0][0]']
on)
conv_pw_9_relu (ReLU) (None, 14, 14, 512) 0 ['conv_pw_9_bn[0][0]']
conv_dw_10 (DepthwiseConv2D) (None, 14, 14, 512) 4608 ['conv_pw_9_relu[0][0]']
conv_dw_10_bn (BatchNormalizat (None, 14, 14, 512) 2048 ['conv_dw_10[0][0]']
ion)
conv_dw_10_relu (ReLU) (None, 14, 14, 512) 0 ['conv_dw_10_bn[0][0]']
conv_pw_10 (Conv2D) (None, 14, 14, 512) 262144 ['conv_dw_10_relu[0][0]']
conv_pw_10_bn (BatchNormalizat (None, 14, 14, 512) 2048 ['conv_pw_10[0][0]']
ion)
conv_pw_10_relu (ReLU) (None, 14, 14, 512) 0 ['conv_pw_10_bn[0][0]']
conv_dw_11 (DepthwiseConv2D) (None, 14, 14, 512) 4608 ['conv_pw_10_relu[0][0]']
conv_dw_11_bn (BatchNormalizat (None, 14, 14, 512) 2048 ['conv_dw_11[0][0]']
ion)
conv_dw_11_relu (ReLU) (None, 14, 14, 512) 0 ['conv_dw_11_bn[0][0]']
conv_pw_11 (Conv2D) (None, 14, 14, 512) 262144 ['conv_dw_11_relu[0][0]']
conv_pw_11_bn (BatchNormalizat (None, 14, 14, 512) 2048 ['conv_pw_11[0][0]']
ion)
conv_pw_11_relu (ReLU) (None, 14, 14, 512) 0 ['conv_pw_11_bn[0][0]']
conv_pad_12 (ZeroPadding2D) (None, 15, 15, 512) 0 ['conv_pw_11_relu[0][0]']
conv_dw_12 (DepthwiseConv2D) (None, 7, 7, 512) 4608 ['conv_pad_12[0][0]']
conv_dw_12_bn (BatchNormalizat (None, 7, 7, 512) 2048 ['conv_dw_12[0][0]']
ion)
conv_dw_12_relu (ReLU) (None, 7, 7, 512) 0 ['conv_dw_12_bn[0][0]']
conv_pw_12 (Conv2D) (None, 7, 7, 1024) 524288 ['conv_dw_12_relu[0][0]']
conv_pw_12_bn (BatchNormalizat (None, 7, 7, 1024) 4096 ['conv_pw_12[0][0]']
ion)
conv_pw_12_relu (ReLU) (None, 7, 7, 1024) 0 ['conv_pw_12_bn[0][0]']
conv_dw_13 (DepthwiseConv2D) (None, 7, 7, 1024) 9216 ['conv_pw_12_relu[0][0]']
conv_dw_13_bn (BatchNormalizat (None, 7, 7, 1024) 4096 ['conv_dw_13[0][0]']
ion)
conv_dw_13_relu (ReLU) (None, 7, 7, 1024) 0 ['conv_dw_13_bn[0][0]']
conv_pw_13 (Conv2D) (None, 7, 7, 1024) 1048576 ['conv_dw_13_relu[0][0]']
conv_pw_13_bn (BatchNormalizat (None, 7, 7, 1024) 4096 ['conv_pw_13[0][0]']
ion)
conv_pw_13_relu (ReLU) (None, 7, 7, 1024) 0 ['conv_pw_13_bn[0][0]']
up_sampling2d (UpSampling2D) (None, 14, 14, 1024 0 ['conv_pw_13_relu[0][0]']
)
concatenate (Concatenate) (None, 14, 14, 1536 0 ['up_sampling2d[0][0]',
) 'conv_pw_11_relu[0][0]']
conv_6_1_conv (Conv2D) (None, 14, 14, 256) 3539200 ['concatenate[0][0]']
conv_6_1BatchNormalization (Ba (None, 14, 14, 256) 1024 ['conv_6_1_conv[0][0]']
tchNormalization)
conv_6_1ActivationLayer (Activ (None, 14, 14, 256) 0 ['conv_6_1BatchNormalization[0][0
ation) ]']
conv_6_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv_6_1ActivationLayer[0][0]']
conv_6_2BatchNormalization (Ba (None, 14, 14, 256) 1024 ['conv_6_2_conv[0][0]']
tchNormalization)
conv_6_2ActivationLayer (Activ (None, 14, 14, 256) 0 ['conv_6_2BatchNormalization[0][0
ation) ]']
up_sampling2d_1 (UpSampling2D) (None, 28, 28, 256) 0 ['conv_6_2ActivationLayer[0][0]']
concatenate_1 (Concatenate) (None, 28, 28, 512) 0 ['up_sampling2d_1[0][0]',
'conv_pw_5_relu[0][0]']
conv_7_1_conv (Conv2D) (None, 28, 28, 256) 1179904 ['concatenate_1[0][0]']
conv_7_1BatchNormalization (Ba (None, 28, 28, 256) 1024 ['conv_7_1_conv[0][0]']
tchNormalization)
conv_7_1ActivationLayer (Activ (None, 28, 28, 256) 0 ['conv_7_1BatchNormalization[0][0
ation) ]']
conv_7_2_conv (Conv2D) (None, 28, 28, 256) 590080 ['conv_7_1ActivationLayer[0][0]']
conv_7_2BatchNormalization (Ba (None, 28, 28, 256) 1024 ['conv_7_2_conv[0][0]']
tchNormalization)
conv_7_2ActivationLayer (Activ (None, 28, 28, 256) 0 ['conv_7_2BatchNormalization[0][0
ation) ]']
up_sampling2d_2 (UpSampling2D) (None, 56, 56, 256) 0 ['conv_7_2ActivationLayer[0][0]']
concatenate_2 (Concatenate) (None, 56, 56, 384) 0 ['up_sampling2d_2[0][0]',
'conv_pw_3_relu[0][0]']
conv_8_1_conv (Conv2D) (None, 56, 56, 192) 663744 ['concatenate_2[0][0]']
conv_8_1BatchNormalization (Ba (None, 56, 56, 192) 768 ['conv_8_1_conv[0][0]']
tchNormalization)
conv_8_1ActivationLayer (Activ (None, 56, 56, 192) 0 ['conv_8_1BatchNormalization[0][0
ation) ]']
conv_8_2_conv (Conv2D) (None, 56, 56, 128) 221312 ['conv_8_1ActivationLayer[0][0]']
conv_8_2BatchNormalization (Ba (None, 56, 56, 128) 512 ['conv_8_2_conv[0][0]']
tchNormalization)
conv_8_2ActivationLayer (Activ (None, 56, 56, 128) 0 ['conv_8_2BatchNormalization[0][0
ation) ]']
up_sampling2d_3 (UpSampling2D) (None, 112, 112, 12 0 ['conv_8_2ActivationLayer[0][0]']
8)
concatenate_3 (Concatenate) (None, 112, 112, 19 0 ['up_sampling2d_3[0][0]',
2) 'conv_pw_1_relu[0][0]']
conv_9_1_conv (Conv2D) (None, 112, 112, 96 165984 ['concatenate_3[0][0]']
)
conv_9_1BatchNormalization (Ba (None, 112, 112, 96 384 ['conv_9_1_conv[0][0]']
tchNormalization) )
conv_9_1ActivationLayer (Activ (None, 112, 112, 96 0 ['conv_9_1BatchNormalization[0][0
ation) ) ]']
conv_9_2_conv (Conv2D) (None, 112, 112, 64 55360 ['conv_9_1ActivationLayer[0][0]']
)
conv_9_2BatchNormalization (Ba (None, 112, 112, 64 256 ['conv_9_2_conv[0][0]']
tchNormalization) )
conv_9_2ActivationLayer (Activ (None, 112, 112, 64 0 ['conv_9_2BatchNormalization[0][0
ation) ) ]']
up_sampling2d_4 (UpSampling2D) (None, 224, 224, 64 0 ['conv_9_2ActivationLayer[0][0]']
)
concatenate_4 (Concatenate) (None, 224, 224, 67 0 ['up_sampling2d_4[0][0]',
) 'input_1[0][0]']
conv_10_1_conv (Conv2D) (None, 224, 224, 48 28992 ['concatenate_4[0][0]']
)
conv_10_1BatchNormalization (B (None, 224, 224, 48 192 ['conv_10_1_conv[0][0]']
atchNormalization) )
conv_10_1ActivationLayer (Acti (None, 224, 224, 48 0 ['conv_10_1BatchNormalization[0][
vation) ) 0]']
conv_10_2_conv (Conv2D) (None, 224, 224, 32 13856 ['conv_10_1ActivationLayer[0][0]'
) ]
conv_10_2BatchNormalization (B (None, 224, 224, 32 128 ['conv_10_2_conv[0][0]']
atchNormalization) )
conv_10_2ActivationLayer (Acti (None, 224, 224, 32 0 ['conv_10_2BatchNormalization[0][
vation) ) 0]']
spatial_dropout2d (SpatialDrop (None, 224, 224, 32 0 ['conv_10_2ActivationLayer[0][0]'
out2D) ) ]
conv2d (Conv2D) (None, 224, 224, 1) 33 ['spatial_dropout2d[0][0]']
reshape (Reshape) (None, 224, 224) 0 ['conv2d[0][0]']
==================================================================================================
Total params: 10,283,745
Trainable params: 10,258,689
Non-trainable params: 25,056
__________________________________________________________________________________________________
def dice_coefficient(y_true, y_pred):
numerator = 2 * tf.reduce_sum(y_true * y_pred)
denominator = tf.reduce_sum(y_true + y_pred)
return numerator / (denominator + tf.keras.backend.epsilon())
from tensorflow.keras.losses import binary_crossentropy
from tensorflow.keras.backend import log, epsilon
def loss(y_true, y_pred):
return binary_crossentropy(y_true, y_pred) - log(dice_coefficient(y_true, y_pred) + epsilon())
optimizer = tf.keras.optimizers.Adam(lr=1e-4, beta_1=0.9, beta_2=0.999, epsilon=None, decay=0.0, amsgrad=False)
model.compile(loss=loss, optimizer = optimizer, metrics=[dice_coefficient])
E:\Anaconda\lib\site-packages\keras\optimizers\optimizer_v2\adam.py:110: UserWarning: The `lr` argument is deprecated, use `learning_rate` instead. super(Adam, self).__init__(name, **kwargs)
from tensorflow.keras.callbacks import ModelCheckpoint, EarlyStopping, ReduceLROnPlateau
checkpoint = ModelCheckpoint("model-{loss:.2f}.h5", monitor="loss", verbose=1, save_best_only=True,
save_weights_only=True, mode="min", save_freq=1)
stop = EarlyStopping(monitor="loss", patience=5, mode="min")
reduce_lr = ReduceLROnPlateau(monitor="loss", factor=0.2, patience=1, min_lr=1e-6, verbose=1, mode="min")
tr_history=model.fit(X_train,y_train,epochs = 30,verbose=1,batch_size=1,callbacks=[checkpoint,reduce_lr,stop],validation_data=(X_test,y_test))
Epoch 1/30 Epoch 1: loss improved from inf to 1.56562, saving model to model-1.57.h5 1/400 [..............................] - ETA: 31:38 - loss: 1.5656 - dice_coefficient: 0.4385 Epoch 1: loss did not improve from 1.56562 2/400 [..............................] - ETA: 3:46 - loss: 1.6764 - dice_coefficient: 0.4280 Epoch 1: loss did not improve from 1.56562 3/400 [..............................] - ETA: 3:49 - loss: 1.6856 - dice_coefficient: 0.4375 Epoch 1: loss did not improve from 1.56562 4/400 [..............................] - ETA: 3:49 - loss: 2.4689 - dice_coefficient: 0.3352 Epoch 1: loss did not improve from 1.56562 5/400 [..............................] - ETA: 3:49 - loss: 2.4530 - dice_coefficient: 0.3236 Epoch 1: loss did not improve from 1.56562 6/400 [..............................] - ETA: 3:47 - loss: 2.5553 - dice_coefficient: 0.2911 Epoch 1: loss did not improve from 1.56562 7/400 [..............................] - ETA: 3:48 - loss: 2.5245 - dice_coefficient: 0.2810 Epoch 1: loss did not improve from 1.56562 8/400 [..............................] - ETA: 3:47 - loss: 2.4853 - dice_coefficient: 0.2823 Epoch 1: loss did not improve from 1.56562 9/400 [..............................] - ETA: 3:48 - loss: 2.5054 - dice_coefficient: 0.2702 Epoch 1: loss did not improve from 1.56562 10/400 [..............................] - ETA: 3:48 - loss: 2.5076 - dice_coefficient: 0.2635 Epoch 1: loss did not improve from 1.56562 11/400 [..............................] - ETA: 3:51 - loss: 2.4726 - dice_coefficient: 0.2651 Epoch 1: loss did not improve from 1.56562 12/400 [..............................] - ETA: 3:50 - loss: 2.4989 - dice_coefficient: 0.2561 Epoch 1: loss did not improve from 1.56562 13/400 [..............................] - ETA: 3:50 - loss: 2.5428 - dice_coefficient: 0.2466 Epoch 1: loss did not improve from 1.56562 14/400 [>.............................] - ETA: 3:51 - loss: 2.5217 - dice_coefficient: 0.2463 Epoch 1: loss did not improve from 1.56562 15/400 [>.............................] - ETA: 3:50 - loss: 2.5103 - dice_coefficient: 0.2454 Epoch 1: loss did not improve from 1.56562 16/400 [>.............................] - ETA: 3:49 - loss: 2.4940 - dice_coefficient: 0.2433 Epoch 1: loss did not improve from 1.56562 17/400 [>.............................] - ETA: 3:48 - loss: 2.4821 - dice_coefficient: 0.2437 Epoch 1: loss did not improve from 1.56562 18/400 [>.............................] - ETA: 3:48 - loss: 2.4945 - dice_coefficient: 0.2379 Epoch 1: loss did not improve from 1.56562 19/400 [>.............................] - ETA: 3:47 - loss: 2.5137 - dice_coefficient: 0.2334 Epoch 1: loss did not improve from 1.56562 20/400 [>.............................] - ETA: 3:46 - loss: 2.5617 - dice_coefficient: 0.2267 Epoch 1: loss did not improve from 1.56562 21/400 [>.............................] - ETA: 3:46 - loss: 2.5782 - dice_coefficient: 0.2219 Epoch 1: loss did not improve from 1.56562 22/400 [>.............................] - ETA: 3:45 - loss: 2.5614 - dice_coefficient: 0.2245 Epoch 1: loss did not improve from 1.56562 23/400 [>.............................] - ETA: 3:44 - loss: 2.5276 - dice_coefficient: 0.2305 Epoch 1: loss did not improve from 1.56562 24/400 [>.............................] - ETA: 3:43 - loss: 2.4887 - dice_coefficient: 0.2389 Epoch 1: loss did not improve from 1.56562 25/400 [>.............................] - ETA: 3:43 - loss: 2.5108 - dice_coefficient: 0.2335 Epoch 1: loss did not improve from 1.56562 26/400 [>.............................] - ETA: 3:42 - loss: 2.4963 - dice_coefficient: 0.2349 Epoch 1: loss did not improve from 1.56562 27/400 [=>............................] - ETA: 3:41 - loss: 2.5308 - dice_coefficient: 0.2298 Epoch 1: loss did not improve from 1.56562 28/400 [=>............................] - ETA: 3:40 - loss: 2.5422 - dice_coefficient: 0.2263 Epoch 1: loss did not improve from 1.56562 29/400 [=>............................] - ETA: 3:39 - loss: 2.5375 - dice_coefficient: 0.2260 Epoch 1: loss did not improve from 1.56562 30/400 [=>............................] - ETA: 3:39 - loss: 2.5400 - dice_coefficient: 0.2237 Epoch 1: loss did not improve from 1.56562 31/400 [=>............................] - ETA: 3:38 - loss: 2.5224 - dice_coefficient: 0.2252 Epoch 1: loss did not improve from 1.56562 32/400 [=>............................] - ETA: 3:37 - loss: 2.4783 - dice_coefficient: 0.2379 Epoch 1: loss did not improve from 1.56562 33/400 [=>............................] - ETA: 3:36 - loss: 2.4655 - dice_coefficient: 0.2401 Epoch 1: loss did not improve from 1.56562 34/400 [=>............................] - ETA: 3:36 - loss: 2.4524 - dice_coefficient: 0.2425 Epoch 1: loss did not improve from 1.56562 35/400 [=>............................] - ETA: 3:35 - loss: 2.4864 - dice_coefficient: 0.2380 Epoch 1: loss did not improve from 1.56562 36/400 [=>............................] - ETA: 3:34 - loss: 2.4892 - dice_coefficient: 0.2364 Epoch 1: loss did not improve from 1.56562 37/400 [=>............................] - ETA: 3:33 - loss: 2.5179 - dice_coefficient: 0.2316 Epoch 1: loss did not improve from 1.56562 38/400 [=>............................] - ETA: 3:33 - loss: 2.5341 - dice_coefficient: 0.2278 Epoch 1: loss did not improve from 1.56562 39/400 [=>............................] - ETA: 3:32 - loss: 2.5458 - dice_coefficient: 0.2246 Epoch 1: loss did not improve from 1.56562 40/400 [==>...........................] - ETA: 3:31 - loss: 2.5368 - dice_coefficient: 0.2247 Epoch 1: loss did not improve from 1.56562 41/400 [==>...........................] - ETA: 3:31 - loss: 2.5617 - dice_coefficient: 0.2210 Epoch 1: loss did not improve from 1.56562 42/400 [==>...........................] - ETA: 3:30 - loss: 2.5561 - dice_coefficient: 0.2202 Epoch 1: loss did not improve from 1.56562 43/400 [==>...........................] - ETA: 3:29 - loss: 2.5328 - dice_coefficient: 0.2262 Epoch 1: loss did not improve from 1.56562 44/400 [==>...........................] - ETA: 3:28 - loss: 2.5074 - dice_coefficient: 0.2316 Epoch 1: loss did not improve from 1.56562 45/400 [==>...........................] - ETA: 3:28 - loss: 2.5025 - dice_coefficient: 0.2312 Epoch 1: loss did not improve from 1.56562 46/400 [==>...........................] - ETA: 3:27 - loss: 2.4970 - dice_coefficient: 0.2315 Epoch 1: loss did not improve from 1.56562 47/400 [==>...........................] - ETA: 3:26 - loss: 2.4708 - dice_coefficient: 0.2381 Epoch 1: loss did not improve from 1.56562 48/400 [==>...........................] - ETA: 3:26 - loss: 2.4509 - dice_coefficient: 0.2416 Epoch 1: loss did not improve from 1.56562 49/400 [==>...........................] - ETA: 3:25 - loss: 2.4895 - dice_coefficient: 0.2373 Epoch 1: loss did not improve from 1.56562 50/400 [==>...........................] - ETA: 3:24 - loss: 2.5069 - dice_coefficient: 0.2343 Epoch 1: loss did not improve from 1.56562 51/400 [==>...........................] - ETA: 3:24 - loss: 2.4966 - dice_coefficient: 0.2356 Epoch 1: loss did not improve from 1.56562 52/400 [==>...........................] - ETA: 3:23 - loss: 2.4850 - dice_coefficient: 0.2369 Epoch 1: loss did not improve from 1.56562 53/400 [==>...........................] - ETA: 3:23 - loss: 2.5047 - dice_coefficient: 0.2338 Epoch 1: loss did not improve from 1.56562 54/400 [===>..........................] - ETA: 3:22 - loss: 2.5055 - dice_coefficient: 0.2323 Epoch 1: loss did not improve from 1.56562 55/400 [===>..........................] - ETA: 3:21 - loss: 2.5016 - dice_coefficient: 0.2329 Epoch 1: loss did not improve from 1.56562 56/400 [===>..........................] - ETA: 3:21 - loss: 2.5397 - dice_coefficient: 0.2292 Epoch 1: loss did not improve from 1.56562 57/400 [===>..........................] - ETA: 3:20 - loss: 2.5288 - dice_coefficient: 0.2306 Epoch 1: loss did not improve from 1.56562 58/400 [===>..........................] - ETA: 3:20 - loss: 2.5463 - dice_coefficient: 0.2279 Epoch 1: loss did not improve from 1.56562 59/400 [===>..........................] - ETA: 3:19 - loss: 2.5392 - dice_coefficient: 0.2286 Epoch 1: loss did not improve from 1.56562 60/400 [===>..........................] - ETA: 3:19 - loss: 2.5429 - dice_coefficient: 0.2275 Epoch 1: loss did not improve from 1.56562 61/400 [===>..........................] - ETA: 3:18 - loss: 2.5329 - dice_coefficient: 0.2285 Epoch 1: loss did not improve from 1.56562 62/400 [===>..........................] - ETA: 3:17 - loss: 2.5448 - dice_coefficient: 0.2265 Epoch 1: loss did not improve from 1.56562 63/400 [===>..........................] - ETA: 3:17 - loss: 2.5382 - dice_coefficient: 0.2272 Epoch 1: loss did not improve from 1.56562 64/400 [===>..........................] - ETA: 3:16 - loss: 2.5480 - dice_coefficient: 0.2252 Epoch 1: loss did not improve from 1.56562 65/400 [===>..........................] - ETA: 3:16 - loss: 2.5402 - dice_coefficient: 0.2258 Epoch 1: loss did not improve from 1.56562 66/400 [===>..........................] - ETA: 3:15 - loss: 2.5253 - dice_coefficient: 0.2286 Epoch 1: loss did not improve from 1.56562 67/400 [====>.........................] - ETA: 3:14 - loss: 2.5191 - dice_coefficient: 0.2288 Epoch 1: loss did not improve from 1.56562 68/400 [====>.........................] - ETA: 3:14 - loss: 2.5211 - dice_coefficient: 0.2276 Epoch 1: loss did not improve from 1.56562 69/400 [====>.........................] - ETA: 3:13 - loss: 2.5092 - dice_coefficient: 0.2300 Epoch 1: loss did not improve from 1.56562 70/400 [====>.........................] - ETA: 3:12 - loss: 2.5134 - dice_coefficient: 0.2291 Epoch 1: loss did not improve from 1.56562 71/400 [====>.........................] - ETA: 3:12 - loss: 2.5166 - dice_coefficient: 0.2281 Epoch 1: loss did not improve from 1.56562 72/400 [====>.........................] - ETA: 3:11 - loss: 2.5141 - dice_coefficient: 0.2276 Epoch 1: loss did not improve from 1.56562 73/400 [====>.........................] - ETA: 3:10 - loss: 2.5013 - dice_coefficient: 0.2300 Epoch 1: loss did not improve from 1.56562 74/400 [====>.........................] - ETA: 3:10 - loss: 2.5000 - dice_coefficient: 0.2297 Epoch 1: loss did not improve from 1.56562 75/400 [====>.........................] - ETA: 3:09 - loss: 2.4838 - dice_coefficient: 0.2334 Epoch 1: loss did not improve from 1.56562 76/400 [====>.........................] - ETA: 3:08 - loss: 2.4699 - dice_coefficient: 0.2361 Epoch 1: loss did not improve from 1.56562 77/400 [====>.........................] - ETA: 3:08 - loss: 2.4542 - dice_coefficient: 0.2393 Epoch 1: loss did not improve from 1.56562 78/400 [====>.........................] - ETA: 3:07 - loss: 2.4373 - dice_coefficient: 0.2430 Epoch 1: loss did not improve from 1.56562 79/400 [====>.........................] - ETA: 3:07 - loss: 2.4204 - dice_coefficient: 0.2469 Epoch 1: loss did not improve from 1.56562 80/400 [=====>........................] - ETA: 3:06 - loss: 2.4059 - dice_coefficient: 0.2496 Epoch 1: loss did not improve from 1.56562 81/400 [=====>........................] - ETA: 3:05 - loss: 2.4248 - dice_coefficient: 0.2471 Epoch 1: loss did not improve from 1.56562 82/400 [=====>........................] - ETA: 3:05 - loss: 2.4311 - dice_coefficient: 0.2455 Epoch 1: loss did not improve from 1.56562 83/400 [=====>........................] - ETA: 3:04 - loss: 2.4255 - dice_coefficient: 0.2464 Epoch 1: loss did not improve from 1.56562 84/400 [=====>........................] - ETA: 3:04 - loss: 2.4472 - dice_coefficient: 0.2440 Epoch 1: loss did not improve from 1.56562 85/400 [=====>........................] - ETA: 3:03 - loss: 2.4410 - dice_coefficient: 0.2453 Epoch 1: loss did not improve from 1.56562 86/400 [=====>........................] - ETA: 3:02 - loss: 2.4398 - dice_coefficient: 0.2452 Epoch 1: loss did not improve from 1.56562 87/400 [=====>........................] - ETA: 3:02 - loss: 2.4496 - dice_coefficient: 0.2434 Epoch 1: loss did not improve from 1.56562 88/400 [=====>........................] - ETA: 3:01 - loss: 2.4509 - dice_coefficient: 0.2428 Epoch 1: loss did not improve from 1.56562 89/400 [=====>........................] - ETA: 3:00 - loss: 2.4450 - dice_coefficient: 0.2439 Epoch 1: loss did not improve from 1.56562 90/400 [=====>........................] - ETA: 3:00 - loss: 2.4295 - dice_coefficient: 0.2477 Epoch 1: loss did not improve from 1.56562 91/400 [=====>........................] - ETA: 2:59 - loss: 2.4338 - dice_coefficient: 0.2467 Epoch 1: loss did not improve from 1.56562 92/400 [=====>........................] - ETA: 2:59 - loss: 2.4213 - dice_coefficient: 0.2491 Epoch 1: loss did not improve from 1.56562 93/400 [=====>........................] - ETA: 2:58 - loss: 2.4109 - dice_coefficient: 0.2510 Epoch 1: loss did not improve from 1.56562 94/400 [======>.......................] - ETA: 2:57 - loss: 2.4248 - dice_coefficient: 0.2490 Epoch 1: loss did not improve from 1.56562 95/400 [======>.......................] - ETA: 2:57 - loss: 2.4209 - dice_coefficient: 0.2492 Epoch 1: loss did not improve from 1.56562 96/400 [======>.......................] - ETA: 2:56 - loss: 2.4128 - dice_coefficient: 0.2507 Epoch 1: loss did not improve from 1.56562 97/400 [======>.......................] - ETA: 2:56 - loss: 2.4077 - dice_coefficient: 0.2510 Epoch 1: loss did not improve from 1.56562 98/400 [======>.......................] - ETA: 2:55 - loss: 2.3987 - dice_coefficient: 0.2526 Epoch 1: loss did not improve from 1.56562 99/400 [======>.......................] - ETA: 2:54 - loss: 2.3840 - dice_coefficient: 0.2559 Epoch 1: loss did not improve from 1.56562 100/400 [======>.......................] - ETA: 2:54 - loss: 2.3938 - dice_coefficient: 0.2542 Epoch 1: loss did not improve from 1.56562 101/400 [======>.......................] - ETA: 2:53 - loss: 2.3877 - dice_coefficient: 0.2552 Epoch 1: loss did not improve from 1.56562 102/400 [======>.......................] - ETA: 2:53 - loss: 2.3743 - dice_coefficient: 0.2590 Epoch 1: loss did not improve from 1.56562 103/400 [======>.......................] - ETA: 2:52 - loss: 2.3622 - dice_coefficient: 0.2616 Epoch 1: loss did not improve from 1.56562 104/400 [======>.......................] - ETA: 2:51 - loss: 2.3540 - dice_coefficient: 0.2626 Epoch 1: loss did not improve from 1.56562 105/400 [======>.......................] - ETA: 2:51 - loss: 2.3532 - dice_coefficient: 0.2622 Epoch 1: loss did not improve from 1.56562 106/400 [======>.......................] - ETA: 2:50 - loss: 2.3542 - dice_coefficient: 0.2614 Epoch 1: loss did not improve from 1.56562 107/400 [=======>......................] - ETA: 2:50 - loss: 2.3513 - dice_coefficient: 0.2618 Epoch 1: loss did not improve from 1.56562 108/400 [=======>......................] - ETA: 2:49 - loss: 2.3448 - dice_coefficient: 0.2623 Epoch 1: loss did not improve from 1.56562 109/400 [=======>......................] - ETA: 2:49 - loss: 2.3473 - dice_coefficient: 0.2614 Epoch 1: loss did not improve from 1.56562 110/400 [=======>......................] - ETA: 2:48 - loss: 2.3499 - dice_coefficient: 0.2606 Epoch 1: loss did not improve from 1.56562 111/400 [=======>......................] - ETA: 2:47 - loss: 2.3373 - dice_coefficient: 0.2636 Epoch 1: loss did not improve from 1.56562 112/400 [=======>......................] - ETA: 2:47 - loss: 2.3324 - dice_coefficient: 0.2642 Epoch 1: loss did not improve from 1.56562 113/400 [=======>......................] - ETA: 2:46 - loss: 2.3251 - dice_coefficient: 0.2652 Epoch 1: loss did not improve from 1.56562 114/400 [=======>......................] - ETA: 2:46 - loss: 2.3152 - dice_coefficient: 0.2678 Epoch 1: loss did not improve from 1.56562 115/400 [=======>......................] - ETA: 2:45 - loss: 2.3046 - dice_coefficient: 0.2701 Epoch 1: loss did not improve from 1.56562 116/400 [=======>......................] - ETA: 2:44 - loss: 2.2962 - dice_coefficient: 0.2713 Epoch 1: loss did not improve from 1.56562 117/400 [=======>......................] - ETA: 2:44 - loss: 2.2863 - dice_coefficient: 0.2734 Epoch 1: loss did not improve from 1.56562 118/400 [=======>......................] - ETA: 2:43 - loss: 2.2908 - dice_coefficient: 0.2721 Epoch 1: loss did not improve from 1.56562 119/400 [=======>......................] - ETA: 2:42 - loss: 2.2840 - dice_coefficient: 0.2727 Epoch 1: loss did not improve from 1.56562 120/400 [========>.....................] - ETA: 2:42 - loss: 2.2801 - dice_coefficient: 0.2730 Epoch 1: loss did not improve from 1.56562 121/400 [========>.....................] - ETA: 2:41 - loss: 2.2712 - dice_coefficient: 0.2745 Epoch 1: loss did not improve from 1.56562 122/400 [========>.....................] - ETA: 2:41 - loss: 2.2801 - dice_coefficient: 0.2729 Epoch 1: loss did not improve from 1.56562 123/400 [========>.....................] - ETA: 2:40 - loss: 2.2880 - dice_coefficient: 0.2715 Epoch 1: loss did not improve from 1.56562 124/400 [========>.....................] - ETA: 2:40 - loss: 2.2829 - dice_coefficient: 0.2719 Epoch 1: loss did not improve from 1.56562 125/400 [========>.....................] - ETA: 2:39 - loss: 2.2778 - dice_coefficient: 0.2723 Epoch 1: loss did not improve from 1.56562 126/400 [========>.....................] - ETA: 2:38 - loss: 2.2835 - dice_coefficient: 0.2711 Epoch 1: loss did not improve from 1.56562 127/400 [========>.....................] - ETA: 2:38 - loss: 2.2829 - dice_coefficient: 0.2705 Epoch 1: loss did not improve from 1.56562 128/400 [========>.....................] - ETA: 2:37 - loss: 2.2884 - dice_coefficient: 0.2692 Epoch 1: loss did not improve from 1.56562 129/400 [========>.....................] - ETA: 2:37 - loss: 2.2927 - dice_coefficient: 0.2681 Epoch 1: loss did not improve from 1.56562 130/400 [========>.....................] - ETA: 2:36 - loss: 2.2828 - dice_coefficient: 0.2700 Epoch 1: loss did not improve from 1.56562 131/400 [========>.....................] - ETA: 2:35 - loss: 2.2778 - dice_coefficient: 0.2708 Epoch 1: loss did not improve from 1.56562 132/400 [========>.....................] - ETA: 2:35 - loss: 2.2753 - dice_coefficient: 0.2712 Epoch 1: loss did not improve from 1.56562 133/400 [========>.....................] - ETA: 2:34 - loss: 2.2679 - dice_coefficient: 0.2723 Epoch 1: loss did not improve from 1.56562 134/400 [=========>....................] - ETA: 2:34 - loss: 2.2680 - dice_coefficient: 0.2718 Epoch 1: loss did not improve from 1.56562 135/400 [=========>....................] - ETA: 2:33 - loss: 2.2588 - dice_coefficient: 0.2743 Epoch 1: loss did not improve from 1.56562 136/400 [=========>....................] - ETA: 2:33 - loss: 2.2529 - dice_coefficient: 0.2751 Epoch 1: loss did not improve from 1.56562 137/400 [=========>....................] - ETA: 2:32 - loss: 2.2481 - dice_coefficient: 0.2756 Epoch 1: loss did not improve from 1.56562 138/400 [=========>....................] - ETA: 2:31 - loss: 2.2440 - dice_coefficient: 0.2759 Epoch 1: loss did not improve from 1.56562 139/400 [=========>....................] - ETA: 2:31 - loss: 2.2473 - dice_coefficient: 0.2749 Epoch 1: loss did not improve from 1.56562 140/400 [=========>....................] - ETA: 2:30 - loss: 2.2456 - dice_coefficient: 0.2746 Epoch 1: loss did not improve from 1.56562 141/400 [=========>....................] - ETA: 2:30 - loss: 2.2382 - dice_coefficient: 0.2757 Epoch 1: loss did not improve from 1.56562 142/400 [=========>....................] - ETA: 2:29 - loss: 2.2337 - dice_coefficient: 0.2764 Epoch 1: loss did not improve from 1.56562 143/400 [=========>....................] - ETA: 2:28 - loss: 2.2345 - dice_coefficient: 0.2759 Epoch 1: loss did not improve from 1.56562 144/400 [=========>....................] - ETA: 2:28 - loss: 2.2290 - dice_coefficient: 0.2763 Epoch 1: loss did not improve from 1.56562 145/400 [=========>....................] - ETA: 2:27 - loss: 2.2195 - dice_coefficient: 0.2786 Epoch 1: loss did not improve from 1.56562 146/400 [=========>....................] - ETA: 2:27 - loss: 2.2147 - dice_coefficient: 0.2791 Epoch 1: loss did not improve from 1.56562 147/400 [==========>...................] - ETA: 2:26 - loss: 2.2119 - dice_coefficient: 0.2791 Epoch 1: loss did not improve from 1.56562 148/400 [==========>...................] - ETA: 2:25 - loss: 2.2031 - dice_coefficient: 0.2812 Epoch 1: loss did not improve from 1.56562 149/400 [==========>...................] - ETA: 2:25 - loss: 2.2034 - dice_coefficient: 0.2808 Epoch 1: loss did not improve from 1.56562 150/400 [==========>...................] - ETA: 2:24 - loss: 2.1970 - dice_coefficient: 0.2820 Epoch 1: loss did not improve from 1.56562 151/400 [==========>...................] - ETA: 2:24 - loss: 2.1900 - dice_coefficient: 0.2834 Epoch 1: loss did not improve from 1.56562 152/400 [==========>...................] - ETA: 2:23 - loss: 2.1814 - dice_coefficient: 0.2854 Epoch 1: loss did not improve from 1.56562 153/400 [==========>...................] - ETA: 2:22 - loss: 2.1808 - dice_coefficient: 0.2852 Epoch 1: loss did not improve from 1.56562 154/400 [==========>...................] - ETA: 2:22 - loss: 2.1764 - dice_coefficient: 0.2856 Epoch 1: loss did not improve from 1.56562 155/400 [==========>...................] - ETA: 2:21 - loss: 2.1768 - dice_coefficient: 0.2850 Epoch 1: loss did not improve from 1.56562 156/400 [==========>...................] - ETA: 2:21 - loss: 2.1730 - dice_coefficient: 0.2853 Epoch 1: loss did not improve from 1.56562 157/400 [==========>...................] - ETA: 2:20 - loss: 2.1663 - dice_coefficient: 0.2865 Epoch 1: loss did not improve from 1.56562 158/400 [==========>...................] - ETA: 2:19 - loss: 2.1636 - dice_coefficient: 0.2865 Epoch 1: loss did not improve from 1.56562 159/400 [==========>...................] - ETA: 2:19 - loss: 2.1746 - dice_coefficient: 0.2850 Epoch 1: loss did not improve from 1.56562 160/400 [===========>..................] - ETA: 2:18 - loss: 2.1691 - dice_coefficient: 0.2860 Epoch 1: loss did not improve from 1.56562 161/400 [===========>..................] - ETA: 2:18 - loss: 2.1621 - dice_coefficient: 0.2876 Epoch 1: loss did not improve from 1.56562 162/400 [===========>..................] - ETA: 2:17 - loss: 2.1641 - dice_coefficient: 0.2869 Epoch 1: loss did not improve from 1.56562 163/400 [===========>..................] - ETA: 2:17 - loss: 2.1569 - dice_coefficient: 0.2884 Epoch 1: loss did not improve from 1.56562 164/400 [===========>..................] - ETA: 2:16 - loss: 2.1491 - dice_coefficient: 0.2907 Epoch 1: loss did not improve from 1.56562 165/400 [===========>..................] - ETA: 2:15 - loss: 2.1437 - dice_coefficient: 0.2915 Epoch 1: loss did not improve from 1.56562 166/400 [===========>..................] - ETA: 2:15 - loss: 2.1367 - dice_coefficient: 0.2928 Epoch 1: loss did not improve from 1.56562 167/400 [===========>..................] - ETA: 2:14 - loss: 2.1302 - dice_coefficient: 0.2946 Epoch 1: loss did not improve from 1.56562 168/400 [===========>..................] - ETA: 2:14 - loss: 2.1291 - dice_coefficient: 0.2947 Epoch 1: loss did not improve from 1.56562 169/400 [===========>..................] - ETA: 2:13 - loss: 2.1327 - dice_coefficient: 0.2938 Epoch 1: loss did not improve from 1.56562 170/400 [===========>..................] - ETA: 2:12 - loss: 2.1315 - dice_coefficient: 0.2936 Epoch 1: loss did not improve from 1.56562 171/400 [===========>..................] - ETA: 2:12 - loss: 2.1264 - dice_coefficient: 0.2944 Epoch 1: loss did not improve from 1.56562 172/400 [===========>..................] - ETA: 2:11 - loss: 2.1293 - dice_coefficient: 0.2935 Epoch 1: loss did not improve from 1.56562 173/400 [===========>..................] - ETA: 2:11 - loss: 2.1250 - dice_coefficient: 0.2939 Epoch 1: loss did not improve from 1.56562 174/400 [============>.................] - ETA: 2:10 - loss: 2.1209 - dice_coefficient: 0.2947 Epoch 1: loss did not improve from 1.56562 175/400 [============>.................] - ETA: 2:09 - loss: 2.1168 - dice_coefficient: 0.2950 Epoch 1: loss did not improve from 1.56562 176/400 [============>.................] - ETA: 2:09 - loss: 2.1124 - dice_coefficient: 0.2957 Epoch 1: loss did not improve from 1.56562 177/400 [============>.................] - ETA: 2:08 - loss: 2.1155 - dice_coefficient: 0.2947 Epoch 1: loss did not improve from 1.56562 178/400 [============>.................] - ETA: 2:08 - loss: 2.1221 - dice_coefficient: 0.2935 Epoch 1: loss did not improve from 1.56562 179/400 [============>.................] - ETA: 2:07 - loss: 2.1228 - dice_coefficient: 0.2930 Epoch 1: loss did not improve from 1.56562 180/400 [============>.................] - ETA: 2:07 - loss: 2.1165 - dice_coefficient: 0.2942 Epoch 1: loss did not improve from 1.56562 181/400 [============>.................] - ETA: 2:06 - loss: 2.1206 - dice_coefficient: 0.2933 Epoch 1: loss did not improve from 1.56562 182/400 [============>.................] - ETA: 2:05 - loss: 2.1140 - dice_coefficient: 0.2946 Epoch 1: loss did not improve from 1.56562 183/400 [============>.................] - ETA: 2:05 - loss: 2.1133 - dice_coefficient: 0.2945 Epoch 1: loss did not improve from 1.56562 184/400 [============>.................] - ETA: 2:04 - loss: 2.1078 - dice_coefficient: 0.2956 Epoch 1: loss did not improve from 1.56562 185/400 [============>.................] - ETA: 2:04 - loss: 2.1029 - dice_coefficient: 0.2964 Epoch 1: loss did not improve from 1.56562 186/400 [============>.................] - ETA: 2:03 - loss: 2.1009 - dice_coefficient: 0.2963 Epoch 1: loss did not improve from 1.56562 187/400 [=============>................] - ETA: 2:02 - loss: 2.1004 - dice_coefficient: 0.2961 Epoch 1: loss did not improve from 1.56562 188/400 [=============>................] - ETA: 2:02 - loss: 2.0997 - dice_coefficient: 0.2961 Epoch 1: loss did not improve from 1.56562 189/400 [=============>................] - ETA: 2:01 - loss: 2.0950 - dice_coefficient: 0.2974 Epoch 1: loss did not improve from 1.56562 190/400 [=============>................] - ETA: 2:01 - loss: 2.0954 - dice_coefficient: 0.2971 Epoch 1: loss did not improve from 1.56562 191/400 [=============>................] - ETA: 2:00 - loss: 2.1030 - dice_coefficient: 0.2958 Epoch 1: loss did not improve from 1.56562 192/400 [=============>................] - ETA: 2:00 - loss: 2.0988 - dice_coefficient: 0.2964 Epoch 1: loss did not improve from 1.56562 193/400 [=============>................] - ETA: 1:59 - loss: 2.0974 - dice_coefficient: 0.2964 Epoch 1: loss did not improve from 1.56562 194/400 [=============>................] - ETA: 1:58 - loss: 2.1081 - dice_coefficient: 0.2950 Epoch 1: loss did not improve from 1.56562 195/400 [=============>................] - ETA: 1:58 - loss: 2.1012 - dice_coefficient: 0.2967 Epoch 1: loss did not improve from 1.56562 196/400 [=============>................] - ETA: 1:57 - loss: 2.1110 - dice_coefficient: 0.2954 Epoch 1: loss did not improve from 1.56562 197/400 [=============>................] - ETA: 1:57 - loss: 2.1104 - dice_coefficient: 0.2953 Epoch 1: loss did not improve from 1.56562 198/400 [=============>................] - ETA: 1:56 - loss: 2.1132 - dice_coefficient: 0.2945 Epoch 1: loss did not improve from 1.56562 199/400 [=============>................] - ETA: 1:56 - loss: 2.1221 - dice_coefficient: 0.2933 Epoch 1: loss did not improve from 1.56562 200/400 [==============>...............] - ETA: 1:55 - loss: 2.1203 - dice_coefficient: 0.2933 Epoch 1: loss did not improve from 1.56562 201/400 [==============>...............] - ETA: 1:54 - loss: 2.1202 - dice_coefficient: 0.2929 Epoch 1: loss did not improve from 1.56562 202/400 [==============>...............] - ETA: 1:54 - loss: 2.1163 - dice_coefficient: 0.2933 Epoch 1: loss did not improve from 1.56562 203/400 [==============>...............] - ETA: 1:53 - loss: 2.1133 - dice_coefficient: 0.2936 Epoch 1: loss did not improve from 1.56562 204/400 [==============>...............] - ETA: 1:53 - loss: 2.1082 - dice_coefficient: 0.2950 Epoch 1: loss did not improve from 1.56562 205/400 [==============>...............] - ETA: 1:52 - loss: 2.1052 - dice_coefficient: 0.2958 Epoch 1: loss did not improve from 1.56562 206/400 [==============>...............] - ETA: 1:52 - loss: 2.1021 - dice_coefficient: 0.2962 Epoch 1: loss did not improve from 1.56562 207/400 [==============>...............] - ETA: 1:51 - loss: 2.0972 - dice_coefficient: 0.2972 Epoch 1: loss did not improve from 1.56562 208/400 [==============>...............] - ETA: 1:50 - loss: 2.0927 - dice_coefficient: 0.2979 Epoch 1: loss did not improve from 1.56562 209/400 [==============>...............] - ETA: 1:50 - loss: 2.0882 - dice_coefficient: 0.2988 Epoch 1: loss did not improve from 1.56562 210/400 [==============>...............] - ETA: 1:49 - loss: 2.0867 - dice_coefficient: 0.2985 Epoch 1: loss did not improve from 1.56562 211/400 [==============>...............] - ETA: 1:49 - loss: 2.0835 - dice_coefficient: 0.2990 Epoch 1: loss did not improve from 1.56562 212/400 [==============>...............] - ETA: 1:48 - loss: 2.0793 - dice_coefficient: 0.2998 Epoch 1: loss did not improve from 1.56562 213/400 [==============>...............] - ETA: 1:47 - loss: 2.0749 - dice_coefficient: 0.3008 Epoch 1: loss did not improve from 1.56562 214/400 [===============>..............] - ETA: 1:47 - loss: 2.0800 - dice_coefficient: 0.2997 Epoch 1: loss did not improve from 1.56562 215/400 [===============>..............] - ETA: 1:46 - loss: 2.0769 - dice_coefficient: 0.2999 Epoch 1: loss did not improve from 1.56562 216/400 [===============>..............] - ETA: 1:46 - loss: 2.0803 - dice_coefficient: 0.2990 Epoch 1: loss did not improve from 1.56562 217/400 [===============>..............] - ETA: 1:45 - loss: 2.0871 - dice_coefficient: 0.2979 Epoch 1: loss did not improve from 1.56562 218/400 [===============>..............] - ETA: 1:45 - loss: 2.0836 - dice_coefficient: 0.2985 Epoch 1: loss did not improve from 1.56562 219/400 [===============>..............] - ETA: 1:44 - loss: 2.0789 - dice_coefficient: 0.2995 Epoch 1: loss did not improve from 1.56562 220/400 [===============>..............] - ETA: 1:43 - loss: 2.0808 - dice_coefficient: 0.2992 Epoch 1: loss did not improve from 1.56562 221/400 [===============>..............] - ETA: 1:43 - loss: 2.0753 - dice_coefficient: 0.3004 Epoch 1: loss did not improve from 1.56562 222/400 [===============>..............] - ETA: 1:42 - loss: 2.0723 - dice_coefficient: 0.3006 Epoch 1: loss did not improve from 1.56562 223/400 [===============>..............] - ETA: 1:42 - loss: 2.0672 - dice_coefficient: 0.3017 Epoch 1: loss did not improve from 1.56562 224/400 [===============>..............] - ETA: 1:41 - loss: 2.0646 - dice_coefficient: 0.3019 Epoch 1: loss did not improve from 1.56562 225/400 [===============>..............] - ETA: 1:40 - loss: 2.0601 - dice_coefficient: 0.3026 Epoch 1: loss did not improve from 1.56562 226/400 [===============>..............] - ETA: 1:40 - loss: 2.0568 - dice_coefficient: 0.3037 Epoch 1: loss did not improve from 1.56562 227/400 [================>.............] - ETA: 1:39 - loss: 2.0538 - dice_coefficient: 0.3041 Epoch 1: loss did not improve from 1.56562 228/400 [================>.............] - ETA: 1:39 - loss: 2.0486 - dice_coefficient: 0.3054 Epoch 1: loss did not improve from 1.56562 229/400 [================>.............] - ETA: 1:38 - loss: 2.0459 - dice_coefficient: 0.3055 Epoch 1: loss did not improve from 1.56562 230/400 [================>.............] - ETA: 1:38 - loss: 2.0437 - dice_coefficient: 0.3060 Epoch 1: loss did not improve from 1.56562 231/400 [================>.............] - ETA: 1:37 - loss: 2.0436 - dice_coefficient: 0.3058 Epoch 1: loss did not improve from 1.56562 232/400 [================>.............] - ETA: 1:36 - loss: 2.0479 - dice_coefficient: 0.3049 Epoch 1: loss did not improve from 1.56562 233/400 [================>.............] - ETA: 1:36 - loss: 2.0427 - dice_coefficient: 0.3062 Epoch 1: loss did not improve from 1.56562 234/400 [================>.............] - ETA: 1:35 - loss: 2.0501 - dice_coefficient: 0.3052 Epoch 1: loss did not improve from 1.56562 235/400 [================>.............] - ETA: 1:35 - loss: 2.0443 - dice_coefficient: 0.3067 Epoch 1: loss did not improve from 1.56562 236/400 [================>.............] - ETA: 1:34 - loss: 2.0398 - dice_coefficient: 0.3075 Epoch 1: loss did not improve from 1.56562 237/400 [================>.............] - ETA: 1:33 - loss: 2.0370 - dice_coefficient: 0.3079 Epoch 1: loss did not improve from 1.56562 238/400 [================>.............] - ETA: 1:33 - loss: 2.0353 - dice_coefficient: 0.3079 Epoch 1: loss did not improve from 1.56562 239/400 [================>.............] - ETA: 1:32 - loss: 2.0305 - dice_coefficient: 0.3089 Epoch 1: loss did not improve from 1.56562 240/400 [=================>............] - ETA: 1:32 - loss: 2.0262 - dice_coefficient: 0.3095 Epoch 1: loss did not improve from 1.56562 241/400 [=================>............] - ETA: 1:31 - loss: 2.0242 - dice_coefficient: 0.3098 Epoch 1: loss did not improve from 1.56562 242/400 [=================>............] - ETA: 1:31 - loss: 2.0222 - dice_coefficient: 0.3100 Epoch 1: loss did not improve from 1.56562 243/400 [=================>............] - ETA: 1:30 - loss: 2.0182 - dice_coefficient: 0.3107 Epoch 1: loss did not improve from 1.56562 244/400 [=================>............] - ETA: 1:29 - loss: 2.0152 - dice_coefficient: 0.3112 Epoch 1: loss did not improve from 1.56562 245/400 [=================>............] - ETA: 1:29 - loss: 2.0150 - dice_coefficient: 0.3109 Epoch 1: loss did not improve from 1.56562 246/400 [=================>............] - ETA: 1:28 - loss: 2.0105 - dice_coefficient: 0.3121 Epoch 1: loss did not improve from 1.56562 247/400 [=================>............] - ETA: 1:28 - loss: 2.0066 - dice_coefficient: 0.3128 Epoch 1: loss did not improve from 1.56562 248/400 [=================>............] - ETA: 1:27 - loss: 2.0041 - dice_coefficient: 0.3130 Epoch 1: loss did not improve from 1.56562 249/400 [=================>............] - ETA: 1:26 - loss: 2.0008 - dice_coefficient: 0.3135 Epoch 1: loss did not improve from 1.56562 250/400 [=================>............] - ETA: 1:26 - loss: 1.9978 - dice_coefficient: 0.3139 Epoch 1: loss did not improve from 1.56562 251/400 [=================>............] - ETA: 1:25 - loss: 2.0057 - dice_coefficient: 0.3129 Epoch 1: loss did not improve from 1.56562 252/400 [=================>............] - ETA: 1:25 - loss: 2.0007 - dice_coefficient: 0.3142 Epoch 1: loss did not improve from 1.56562 253/400 [=================>............] - ETA: 1:24 - loss: 2.0010 - dice_coefficient: 0.3139 Epoch 1: loss did not improve from 1.56562 254/400 [==================>...........] - ETA: 1:24 - loss: 1.9992 - dice_coefficient: 0.3138 Epoch 1: loss did not improve from 1.56562 255/400 [==================>...........] - ETA: 1:23 - loss: 1.9994 - dice_coefficient: 0.3134 Epoch 1: loss did not improve from 1.56562 256/400 [==================>...........] - ETA: 1:22 - loss: 2.0003 - dice_coefficient: 0.3131 Epoch 1: loss did not improve from 1.56562 257/400 [==================>...........] - ETA: 1:22 - loss: 2.0038 - dice_coefficient: 0.3123 Epoch 1: loss did not improve from 1.56562 258/400 [==================>...........] - ETA: 1:21 - loss: 2.0001 - dice_coefficient: 0.3133 Epoch 1: loss did not improve from 1.56562 259/400 [==================>...........] - ETA: 1:21 - loss: 1.9969 - dice_coefficient: 0.3138 Epoch 1: loss did not improve from 1.56562 260/400 [==================>...........] - ETA: 1:20 - loss: 1.9994 - dice_coefficient: 0.3131 Epoch 1: loss did not improve from 1.56562 261/400 [==================>...........] - ETA: 1:20 - loss: 1.9951 - dice_coefficient: 0.3141 Epoch 1: loss did not improve from 1.56562 262/400 [==================>...........] - ETA: 1:19 - loss: 1.9958 - dice_coefficient: 0.3136 Epoch 1: loss did not improve from 1.56562 263/400 [==================>...........] - ETA: 1:18 - loss: 1.9949 - dice_coefficient: 0.3134 Epoch 1: loss did not improve from 1.56562 264/400 [==================>...........] - ETA: 1:18 - loss: 1.9926 - dice_coefficient: 0.3135 Epoch 1: loss did not improve from 1.56562 265/400 [==================>...........] - ETA: 1:17 - loss: 1.9898 - dice_coefficient: 0.3141 Epoch 1: loss did not improve from 1.56562 266/400 [==================>...........] - ETA: 1:17 - loss: 1.9899 - dice_coefficient: 0.3139 Epoch 1: loss did not improve from 1.56562 267/400 [===================>..........] - ETA: 1:16 - loss: 1.9870 - dice_coefficient: 0.3143 Epoch 1: loss did not improve from 1.56562 268/400 [===================>..........] - ETA: 1:15 - loss: 1.9918 - dice_coefficient: 0.3133 Epoch 1: loss did not improve from 1.56562 269/400 [===================>..........] - ETA: 1:15 - loss: 1.9904 - dice_coefficient: 0.3139 Epoch 1: loss did not improve from 1.56562 270/400 [===================>..........] - ETA: 1:14 - loss: 1.9907 - dice_coefficient: 0.3134 Epoch 1: loss did not improve from 1.56562 271/400 [===================>..........] - ETA: 1:14 - loss: 1.9885 - dice_coefficient: 0.3137 Epoch 1: loss did not improve from 1.56562 272/400 [===================>..........] - ETA: 1:13 - loss: 1.9851 - dice_coefficient: 0.3143 Epoch 1: loss did not improve from 1.56562 273/400 [===================>..........] - ETA: 1:13 - loss: 1.9874 - dice_coefficient: 0.3137 Epoch 1: loss did not improve from 1.56562 274/400 [===================>..........] - ETA: 1:12 - loss: 1.9843 - dice_coefficient: 0.3141 Epoch 1: loss did not improve from 1.56562 275/400 [===================>..........] - ETA: 1:11 - loss: 1.9829 - dice_coefficient: 0.3142 Epoch 1: loss did not improve from 1.56562 276/400 [===================>..........] - ETA: 1:11 - loss: 1.9800 - dice_coefficient: 0.3147 Epoch 1: loss did not improve from 1.56562 277/400 [===================>..........] - ETA: 1:10 - loss: 1.9796 - dice_coefficient: 0.3146 Epoch 1: loss did not improve from 1.56562 278/400 [===================>..........] - ETA: 1:10 - loss: 1.9763 - dice_coefficient: 0.3151 Epoch 1: loss did not improve from 1.56562 279/400 [===================>..........] - ETA: 1:09 - loss: 1.9720 - dice_coefficient: 0.3162 Epoch 1: loss did not improve from 1.56562 280/400 [====================>.........] - ETA: 1:09 - loss: 1.9687 - dice_coefficient: 0.3169 Epoch 1: loss did not improve from 1.56562 281/400 [====================>.........] - ETA: 1:08 - loss: 1.9728 - dice_coefficient: 0.3161 Epoch 1: loss did not improve from 1.56562 282/400 [====================>.........] - ETA: 1:07 - loss: 1.9711 - dice_coefficient: 0.3161 Epoch 1: loss did not improve from 1.56562 283/400 [====================>.........] - ETA: 1:07 - loss: 1.9675 - dice_coefficient: 0.3170 Epoch 1: loss did not improve from 1.56562 284/400 [====================>.........] - ETA: 1:06 - loss: 1.9643 - dice_coefficient: 0.3176 Epoch 1: loss did not improve from 1.56562 285/400 [====================>.........] - ETA: 1:06 - loss: 2.0185 - dice_coefficient: 0.3165 Epoch 1: loss did not improve from 1.56562 286/400 [====================>.........] - ETA: 1:05 - loss: 2.0191 - dice_coefficient: 0.3161 Epoch 1: loss did not improve from 1.56562 287/400 [====================>.........] - ETA: 1:04 - loss: 2.0182 - dice_coefficient: 0.3160 Epoch 1: loss did not improve from 1.56562 288/400 [====================>.........] - ETA: 1:04 - loss: 2.0175 - dice_coefficient: 0.3157 Epoch 1: loss did not improve from 1.56562 289/400 [====================>.........] - ETA: 1:03 - loss: 2.0167 - dice_coefficient: 0.3155 Epoch 1: loss did not improve from 1.56562 290/400 [====================>.........] - ETA: 1:03 - loss: 2.0161 - dice_coefficient: 0.3153 Epoch 1: loss did not improve from 1.56562 291/400 [====================>.........] - ETA: 1:02 - loss: 2.0127 - dice_coefficient: 0.3161 Epoch 1: loss did not improve from 1.56562 292/400 [====================>.........] - ETA: 1:02 - loss: 2.0097 - dice_coefficient: 0.3165 Epoch 1: loss did not improve from 1.56562 293/400 [====================>.........] - ETA: 1:01 - loss: 2.0094 - dice_coefficient: 0.3164 Epoch 1: loss did not improve from 1.56562 294/400 [=====================>........] - ETA: 1:00 - loss: 2.0094 - dice_coefficient: 0.3160 Epoch 1: loss did not improve from 1.56562 295/400 [=====================>........] - ETA: 1:00 - loss: 2.0094 - dice_coefficient: 0.3156 Epoch 1: loss did not improve from 1.56562 296/400 [=====================>........] - ETA: 59s - loss: 2.0061 - dice_coefficient: 0.3160 Epoch 1: loss did not improve from 1.56562 297/400 [=====================>........] - ETA: 59s - loss: 2.0048 - dice_coefficient: 0.3162 Epoch 1: loss did not improve from 1.56562 298/400 [=====================>........] - ETA: 58s - loss: 2.0031 - dice_coefficient: 0.3162 Epoch 1: loss did not improve from 1.56562 299/400 [=====================>........] - ETA: 58s - loss: 2.0022 - dice_coefficient: 0.3161 Epoch 1: loss did not improve from 1.56562 300/400 [=====================>........] - ETA: 57s - loss: 1.9983 - dice_coefficient: 0.3169 Epoch 1: loss did not improve from 1.56562 301/400 [=====================>........] - ETA: 56s - loss: 1.9964 - dice_coefficient: 0.3170 Epoch 1: loss did not improve from 1.56562 302/400 [=====================>........] - ETA: 56s - loss: 1.9972 - dice_coefficient: 0.3166 Epoch 1: loss did not improve from 1.56562 303/400 [=====================>........] - ETA: 55s - loss: 1.9933 - dice_coefficient: 0.3174 Epoch 1: loss did not improve from 1.56562 304/400 [=====================>........] - ETA: 55s - loss: 1.9935 - dice_coefficient: 0.3170 Epoch 1: loss did not improve from 1.56562 305/400 [=====================>........] - ETA: 54s - loss: 1.9911 - dice_coefficient: 0.3173 Epoch 1: loss did not improve from 1.56562 306/400 [=====================>........] - ETA: 54s - loss: 1.9898 - dice_coefficient: 0.3173 Epoch 1: loss did not improve from 1.56562 307/400 [======================>.......] - ETA: 53s - loss: 1.9895 - dice_coefficient: 0.3169 Epoch 1: loss did not improve from 1.56562 308/400 [======================>.......] - ETA: 52s - loss: 1.9862 - dice_coefficient: 0.3176 Epoch 1: loss did not improve from 1.56562 309/400 [======================>.......] - ETA: 52s - loss: 1.9829 - dice_coefficient: 0.3182 Epoch 1: loss did not improve from 1.56562 310/400 [======================>.......] - ETA: 51s - loss: 1.9818 - dice_coefficient: 0.3182 Epoch 1: loss did not improve from 1.56562 311/400 [======================>.......] - ETA: 51s - loss: 1.9820 - dice_coefficient: 0.3179 Epoch 1: loss did not improve from 1.56562 312/400 [======================>.......] - ETA: 50s - loss: 1.9835 - dice_coefficient: 0.3175 Epoch 1: loss did not improve from 1.56562 313/400 [======================>.......] - ETA: 49s - loss: 1.9825 - dice_coefficient: 0.3174 Epoch 1: loss did not improve from 1.56562 314/400 [======================>.......] - ETA: 49s - loss: 1.9790 - dice_coefficient: 0.3181 Epoch 1: loss did not improve from 1.56562 315/400 [======================>.......] - ETA: 48s - loss: 1.9779 - dice_coefficient: 0.3181 Epoch 1: loss did not improve from 1.56562 316/400 [======================>.......] - ETA: 48s - loss: 1.9756 - dice_coefficient: 0.3182 Epoch 1: loss did not improve from 1.56562 317/400 [======================>.......] - ETA: 47s - loss: 1.9731 - dice_coefficient: 0.3185 Epoch 1: loss did not improve from 1.56562 318/400 [======================>.......] - ETA: 47s - loss: 1.9701 - dice_coefficient: 0.3191 Epoch 1: loss did not improve from 1.56562 319/400 [======================>.......] - ETA: 46s - loss: 1.9687 - dice_coefficient: 0.3191 Epoch 1: loss did not improve from 1.56562 320/400 [=======================>......] - ETA: 45s - loss: 1.9657 - dice_coefficient: 0.3195 Epoch 1: loss did not improve from 1.56562 321/400 [=======================>......] - ETA: 45s - loss: 1.9625 - dice_coefficient: 0.3202 Epoch 1: loss did not improve from 1.56562 322/400 [=======================>......] - ETA: 44s - loss: 1.9675 - dice_coefficient: 0.3194 Epoch 1: loss did not improve from 1.56562 323/400 [=======================>......] - ETA: 44s - loss: 1.9658 - dice_coefficient: 0.3196 Epoch 1: loss did not improve from 1.56562 324/400 [=======================>......] - ETA: 43s - loss: 1.9664 - dice_coefficient: 0.3194 Epoch 1: loss did not improve from 1.56562 325/400 [=======================>......] - ETA: 43s - loss: 1.9631 - dice_coefficient: 0.3201 Epoch 1: loss did not improve from 1.56562 326/400 [=======================>......] - ETA: 42s - loss: 1.9642 - dice_coefficient: 0.3196 Epoch 1: loss did not improve from 1.56562 327/400 [=======================>......] - ETA: 41s - loss: 1.9613 - dice_coefficient: 0.3202 Epoch 1: loss did not improve from 1.56562 328/400 [=======================>......] - ETA: 41s - loss: 1.9625 - dice_coefficient: 0.3198 Epoch 1: loss did not improve from 1.56562 329/400 [=======================>......] - ETA: 40s - loss: 1.9615 - dice_coefficient: 0.3197 Epoch 1: loss did not improve from 1.56562 330/400 [=======================>......] - ETA: 40s - loss: 1.9604 - dice_coefficient: 0.3196 Epoch 1: loss did not improve from 1.56562 331/400 [=======================>......] - ETA: 39s - loss: 1.9584 - dice_coefficient: 0.3199 Epoch 1: loss did not improve from 1.56562 332/400 [=======================>......] - ETA: 39s - loss: 1.9558 - dice_coefficient: 0.3203 Epoch 1: loss did not improve from 1.56562 333/400 [=======================>......] - ETA: 38s - loss: 1.9538 - dice_coefficient: 0.3206 Epoch 1: loss did not improve from 1.56562 334/400 [========================>.....] - ETA: 37s - loss: 1.9526 - dice_coefficient: 0.3205 Epoch 1: loss did not improve from 1.56562 335/400 [========================>.....] - ETA: 37s - loss: 1.9496 - dice_coefficient: 0.3211 Epoch 1: loss did not improve from 1.56562 336/400 [========================>.....] - ETA: 36s - loss: 1.9517 - dice_coefficient: 0.3206 Epoch 1: loss did not improve from 1.56562 337/400 [========================>.....] - ETA: 36s - loss: 1.9496 - dice_coefficient: 0.3210 Epoch 1: loss did not improve from 1.56562 338/400 [========================>.....] - ETA: 35s - loss: 1.9506 - dice_coefficient: 0.3205 Epoch 1: loss did not improve from 1.56562 339/400 [========================>.....] - ETA: 35s - loss: 1.9558 - dice_coefficient: 0.3197 Epoch 1: loss did not improve from 1.56562 340/400 [========================>.....] - ETA: 34s - loss: 1.9525 - dice_coefficient: 0.3207 Epoch 1: loss did not improve from 1.56562 341/400 [========================>.....] - ETA: 33s - loss: 1.9514 - dice_coefficient: 0.3207 Epoch 1: loss did not improve from 1.56562 342/400 [========================>.....] - ETA: 33s - loss: 1.9488 - dice_coefficient: 0.3213 Epoch 1: loss did not improve from 1.56562 343/400 [========================>.....] - ETA: 32s - loss: 1.9476 - dice_coefficient: 0.3213 Epoch 1: loss did not improve from 1.56562 344/400 [========================>.....] - ETA: 32s - loss: 1.9451 - dice_coefficient: 0.3217 Epoch 1: loss did not improve from 1.56562 345/400 [========================>.....] - ETA: 31s - loss: 1.9459 - dice_coefficient: 0.3213 Epoch 1: loss did not improve from 1.56562 346/400 [========================>.....] - ETA: 31s - loss: 1.9427 - dice_coefficient: 0.3220 Epoch 1: loss did not improve from 1.56562 347/400 [=========================>....] - ETA: 30s - loss: 1.9404 - dice_coefficient: 0.3228 Epoch 1: loss did not improve from 1.56562 348/400 [=========================>....] - ETA: 29s - loss: 1.9373 - dice_coefficient: 0.3235 Epoch 1: loss did not improve from 1.56562 349/400 [=========================>....] - ETA: 29s - loss: 1.9345 - dice_coefficient: 0.3242 Epoch 1: loss did not improve from 1.56562 350/400 [=========================>....] - ETA: 28s - loss: 1.9319 - dice_coefficient: 0.3248 Epoch 1: loss did not improve from 1.56562 351/400 [=========================>....] - ETA: 28s - loss: 1.9301 - dice_coefficient: 0.3251 Epoch 1: loss did not improve from 1.56562 352/400 [=========================>....] - ETA: 27s - loss: 1.9281 - dice_coefficient: 0.3254 Epoch 1: loss did not improve from 1.56562 353/400 [=========================>....] - ETA: 26s - loss: 1.9248 - dice_coefficient: 0.3262 Epoch 1: loss did not improve from 1.56562 354/400 [=========================>....] - ETA: 26s - loss: 1.9250 - dice_coefficient: 0.3258 Epoch 1: loss did not improve from 1.56562 355/400 [=========================>....] - ETA: 25s - loss: 1.9214 - dice_coefficient: 0.3267 Epoch 1: loss did not improve from 1.56562 356/400 [=========================>....] - ETA: 25s - loss: 1.9213 - dice_coefficient: 0.3265 Epoch 1: loss did not improve from 1.56562 357/400 [=========================>....] - ETA: 24s - loss: 1.9190 - dice_coefficient: 0.3269 Epoch 1: loss did not improve from 1.56562 358/400 [=========================>....] - ETA: 24s - loss: 1.9195 - dice_coefficient: 0.3266 Epoch 1: loss did not improve from 1.56562 359/400 [=========================>....] - ETA: 23s - loss: 1.9181 - dice_coefficient: 0.3267 Epoch 1: loss did not improve from 1.56562 360/400 [==========================>...] - ETA: 22s - loss: 1.9180 - dice_coefficient: 0.3266 Epoch 1: loss did not improve from 1.56562 361/400 [==========================>...] - ETA: 22s - loss: 1.9159 - dice_coefficient: 0.3273 Epoch 1: loss did not improve from 1.56562 362/400 [==========================>...] - ETA: 21s - loss: 1.9124 - dice_coefficient: 0.3283 Epoch 1: loss did not improve from 1.56562 363/400 [==========================>...] - ETA: 21s - loss: 1.9104 - dice_coefficient: 0.3286 Epoch 1: loss did not improve from 1.56562 364/400 [==========================>...] - ETA: 20s - loss: 1.9073 - dice_coefficient: 0.3293 Epoch 1: loss did not improve from 1.56562 365/400 [==========================>...] - ETA: 20s - loss: 1.9040 - dice_coefficient: 0.3302 Epoch 1: loss did not improve from 1.56562 366/400 [==========================>...] - ETA: 19s - loss: 1.9019 - dice_coefficient: 0.3304 Epoch 1: loss did not improve from 1.56562 367/400 [==========================>...] - ETA: 18s - loss: 1.9024 - dice_coefficient: 0.3302 Epoch 1: loss did not improve from 1.56562 368/400 [==========================>...] - ETA: 18s - loss: 1.9057 - dice_coefficient: 0.3295 Epoch 1: loss did not improve from 1.56562 369/400 [==========================>...] - ETA: 17s - loss: 1.9031 - dice_coefficient: 0.3300 Epoch 1: loss did not improve from 1.56562 370/400 [==========================>...] - ETA: 17s - loss: 1.9009 - dice_coefficient: 0.3304 Epoch 1: loss did not improve from 1.56562 371/400 [==========================>...] - ETA: 16s - loss: 1.8980 - dice_coefficient: 0.3311 Epoch 1: loss did not improve from 1.56562 372/400 [==========================>...] - ETA: 16s - loss: 1.8998 - dice_coefficient: 0.3305 Epoch 1: loss did not improve from 1.56562 373/400 [==========================>...] - ETA: 15s - loss: 1.8983 - dice_coefficient: 0.3306 Epoch 1: loss did not improve from 1.56562 374/400 [===========================>..] - ETA: 14s - loss: 1.8961 - dice_coefficient: 0.3311 Epoch 1: loss did not improve from 1.56562 375/400 [===========================>..] - ETA: 14s - loss: 1.8935 - dice_coefficient: 0.3316 Epoch 1: loss did not improve from 1.56562 376/400 [===========================>..] - ETA: 13s - loss: 1.8987 - dice_coefficient: 0.3308 Epoch 1: loss did not improve from 1.56562 377/400 [===========================>..] - ETA: 13s - loss: 1.9038 - dice_coefficient: 0.3301 Epoch 1: loss did not improve from 1.56562 378/400 [===========================>..] - ETA: 12s - loss: 1.9006 - dice_coefficient: 0.3309 Epoch 1: loss did not improve from 1.56562 379/400 [===========================>..] - ETA: 12s - loss: 1.8977 - dice_coefficient: 0.3315 Epoch 1: loss did not improve from 1.56562 380/400 [===========================>..] - ETA: 11s - loss: 1.8970 - dice_coefficient: 0.3314 Epoch 1: loss did not improve from 1.56562 381/400 [===========================>..] - ETA: 10s - loss: 1.8986 - dice_coefficient: 0.3309 Epoch 1: loss did not improve from 1.56562 382/400 [===========================>..] - ETA: 10s - loss: 1.8961 - dice_coefficient: 0.3314 Epoch 1: loss did not improve from 1.56562 383/400 [===========================>..] - ETA: 9s - loss: 1.8936 - dice_coefficient: 0.3319 Epoch 1: loss did not improve from 1.56562 384/400 [===========================>..] - ETA: 9s - loss: 1.8907 - dice_coefficient: 0.3326 Epoch 1: loss did not improve from 1.56562 385/400 [===========================>..] - ETA: 8s - loss: 1.8888 - dice_coefficient: 0.3330 Epoch 1: loss did not improve from 1.56562 386/400 [===========================>..] - ETA: 8s - loss: 1.8865 - dice_coefficient: 0.3334 Epoch 1: loss did not improve from 1.56562 387/400 [============================>.] - ETA: 7s - loss: 1.8882 - dice_coefficient: 0.3329 Epoch 1: loss did not improve from 1.56562 388/400 [============================>.] - ETA: 6s - loss: 1.8881 - dice_coefficient: 0.3331 Epoch 1: loss did not improve from 1.56562 389/400 [============================>.] - ETA: 6s - loss: 1.8874 - dice_coefficient: 0.3331 Epoch 1: loss did not improve from 1.56562 390/400 [============================>.] - ETA: 5s - loss: 1.8858 - dice_coefficient: 0.3333 Epoch 1: loss did not improve from 1.56562 391/400 [============================>.] - ETA: 5s - loss: 1.8853 - dice_coefficient: 0.3332 Epoch 1: loss did not improve from 1.56562 392/400 [============================>.] - ETA: 4s - loss: 1.8863 - dice_coefficient: 0.3328 Epoch 1: loss did not improve from 1.56562 393/400 [============================>.] - ETA: 4s - loss: 1.8873 - dice_coefficient: 0.3324 Epoch 1: loss did not improve from 1.56562 394/400 [============================>.] - ETA: 3s - loss: 1.8855 - dice_coefficient: 0.3327 Epoch 1: loss did not improve from 1.56562 395/400 [============================>.] - ETA: 2s - loss: 1.8834 - dice_coefficient: 0.3332 Epoch 1: loss did not improve from 1.56562 396/400 [============================>.] - ETA: 2s - loss: 1.8818 - dice_coefficient: 0.3333 Epoch 1: loss did not improve from 1.56562 397/400 [============================>.] - ETA: 1s - loss: 1.8804 - dice_coefficient: 0.3338 Epoch 1: loss did not improve from 1.56562 398/400 [============================>.] - ETA: 1s - loss: 1.8798 - dice_coefficient: 0.3337 Epoch 1: loss did not improve from 1.56562 399/400 [============================>.] - ETA: 0s - loss: 1.8801 - dice_coefficient: 0.3334 Epoch 1: loss did not improve from 1.56562 400/400 [==============================] - 236s 579ms/step - loss: 1.8778 - dice_coefficient: 0.3340 - val_loss: 1.5615 - val_dice_coefficient: 0.3497 - lr: 1.0000e-04 Epoch 2/30 Epoch 2: loss did not improve from 1.56562 1/400 [..............................] - ETA: 3:41 - loss: 1.9778 - dice_coefficient: 0.2180 Epoch 2: loss did not improve from 1.56562 2/400 [..............................] - ETA: 3:48 - loss: 2.7600 - dice_coefficient: 0.1377 Epoch 2: loss did not improve from 1.56562 3/400 [..............................] - ETA: 3:46 - loss: 2.3986 - dice_coefficient: 0.1858 Epoch 2: loss did not improve from 1.56562 4/400 [..............................] - ETA: 3:46 - loss: 2.5976 - dice_coefficient: 0.1548 Epoch 2: loss did not improve from 1.56562 5/400 [..............................] - ETA: 3:46 - loss: 2.2775 - dice_coefficient: 0.2259 Epoch 2: loss did not improve from 1.56562 6/400 [..............................] - ETA: 3:45 - loss: 2.0402 - dice_coefficient: 0.2809 Epoch 2: loss did not improve from 1.56562 7/400 [..............................] - ETA: 3:45 - loss: 1.8589 - dice_coefficient: 0.3284 Epoch 2: loss did not improve from 1.56562 8/400 [..............................] - ETA: 3:44 - loss: 1.8617 - dice_coefficient: 0.3154 Epoch 2: loss did not improve from 1.56562 9/400 [..............................] - ETA: 3:44 - loss: 1.7910 - dice_coefficient: 0.3257 Epoch 2: loss did not improve from 1.56562 10/400 [..............................] - ETA: 3:43 - loss: 1.7277 - dice_coefficient: 0.3498 Epoch 2: loss did not improve from 1.56562 11/400 [..............................] - ETA: 3:43 - loss: 1.7770 - dice_coefficient: 0.3322 Epoch 2: loss did not improve from 1.56562 12/400 [..............................] - ETA: 3:42 - loss: 1.7003 - dice_coefficient: 0.3547 Epoch 2: loss did not improve from 1.56562 13/400 [..............................] - ETA: 3:41 - loss: 1.6426 - dice_coefficient: 0.3664 Epoch 2: loss did not improve from 1.56562 14/400 [>.............................] - ETA: 3:41 - loss: 1.5786 - dice_coefficient: 0.3814 Epoch 2: loss did not improve from 1.56562 15/400 [>.............................] - ETA: 3:40 - loss: 1.6812 - dice_coefficient: 0.3612 Epoch 2: loss did not improve from 1.56562 16/400 [>.............................] - ETA: 3:39 - loss: 1.6666 - dice_coefficient: 0.3619 Epoch 2: loss did not improve from 1.56562 17/400 [>.............................] - ETA: 3:38 - loss: 1.6146 - dice_coefficient: 0.3747 Epoch 2: loss did not improve from 1.56562 18/400 [>.............................] - ETA: 3:38 - loss: 1.5733 - dice_coefficient: 0.3852 Epoch 2: loss improved from 1.56562 to 1.54522, saving model to model-1.55.h5 19/400 [>.............................] - ETA: 3:41 - loss: 1.5452 - dice_coefficient: 0.3906 Epoch 2: loss did not improve from 1.54522 20/400 [>.............................] - ETA: 3:40 - loss: 1.5618 - dice_coefficient: 0.3820 Epoch 2: loss improved from 1.54522 to 1.52046, saving model to model-1.52.h5 21/400 [>.............................] - ETA: 3:42 - loss: 1.5205 - dice_coefficient: 0.3938 Epoch 2: loss improved from 1.52046 to 1.47949, saving model to model-1.48.h5 22/400 [>.............................] - ETA: 3:44 - loss: 1.4795 - dice_coefficient: 0.4072 Epoch 2: loss did not improve from 1.47949 23/400 [>.............................] - ETA: 3:43 - loss: 1.5462 - dice_coefficient: 0.3936 Epoch 2: loss did not improve from 1.47949 24/400 [>.............................] - ETA: 3:42 - loss: 1.5172 - dice_coefficient: 0.3995 Epoch 2: loss did not improve from 1.47949 25/400 [>.............................] - ETA: 3:41 - loss: 1.4927 - dice_coefficient: 0.4033 Epoch 2: loss improved from 1.47949 to 1.46857, saving model to model-1.47.h5 26/400 [>.............................] - ETA: 3:43 - loss: 1.4686 - dice_coefficient: 0.4088 Epoch 2: loss improved from 1.46857 to 1.44956, saving model to model-1.45.h5 27/400 [=>............................] - ETA: 3:45 - loss: 1.4496 - dice_coefficient: 0.4134 Epoch 2: loss did not improve from 1.44956 28/400 [=>............................] - ETA: 3:44 - loss: 1.4725 - dice_coefficient: 0.4059 Epoch 2: loss did not improve from 1.44956 29/400 [=>............................] - ETA: 3:43 - loss: 1.4509 - dice_coefficient: 0.4126 Epoch 2: loss improved from 1.44956 to 1.44290, saving model to model-1.44.h5 30/400 [=>............................] - ETA: 3:44 - loss: 1.4429 - dice_coefficient: 0.4107 Epoch 2: loss improved from 1.44290 to 1.42862, saving model to model-1.43.h5 31/400 [=>............................] - ETA: 3:45 - loss: 1.4286 - dice_coefficient: 0.4136 Epoch 2: loss did not improve from 1.42862 32/400 [=>............................] - ETA: 3:44 - loss: 1.4714 - dice_coefficient: 0.4037 Epoch 2: loss did not improve from 1.42862 33/400 [=>............................] - ETA: 3:43 - loss: 1.4667 - dice_coefficient: 0.4020 Epoch 2: loss did not improve from 1.42862 34/400 [=>............................] - ETA: 3:42 - loss: 1.4470 - dice_coefficient: 0.4083 Epoch 2: loss did not improve from 1.42862 35/400 [=>............................] - ETA: 3:41 - loss: 1.4306 - dice_coefficient: 0.4148 Epoch 2: loss did not improve from 1.42862 36/400 [=>............................] - ETA: 3:40 - loss: 1.4695 - dice_coefficient: 0.4057 Epoch 2: loss did not improve from 1.42862 37/400 [=>............................] - ETA: 3:39 - loss: 1.4644 - dice_coefficient: 0.4042 Epoch 2: loss did not improve from 1.42862 38/400 [=>............................] - ETA: 3:38 - loss: 1.5212 - dice_coefficient: 0.3948 Epoch 2: loss did not improve from 1.42862 39/400 [=>............................] - ETA: 3:37 - loss: 1.5117 - dice_coefficient: 0.3951 Epoch 2: loss did not improve from 1.42862 40/400 [==>...........................] - ETA: 3:36 - loss: 1.5103 - dice_coefficient: 0.3930 Epoch 2: loss did not improve from 1.42862 41/400 [==>...........................] - ETA: 3:35 - loss: 1.4938 - dice_coefficient: 0.3981 Epoch 2: loss did not improve from 1.42862 42/400 [==>...........................] - ETA: 3:34 - loss: 1.5156 - dice_coefficient: 0.3918 Epoch 2: loss did not improve from 1.42862 43/400 [==>...........................] - ETA: 3:34 - loss: 1.5197 - dice_coefficient: 0.3881 Epoch 2: loss did not improve from 1.42862 44/400 [==>...........................] - ETA: 3:33 - loss: 1.5186 - dice_coefficient: 0.3867 Epoch 2: loss did not improve from 1.42862 45/400 [==>...........................] - ETA: 3:32 - loss: 1.5320 - dice_coefficient: 0.3820 Epoch 2: loss did not improve from 1.42862 46/400 [==>...........................] - ETA: 3:31 - loss: 1.5293 - dice_coefficient: 0.3809 Epoch 2: loss did not improve from 1.42862 47/400 [==>...........................] - ETA: 3:30 - loss: 1.5343 - dice_coefficient: 0.3781 Epoch 2: loss did not improve from 1.42862 48/400 [==>...........................] - ETA: 3:29 - loss: 1.5249 - dice_coefficient: 0.3788 Epoch 2: loss did not improve from 1.42862 49/400 [==>...........................] - ETA: 3:29 - loss: 1.5154 - dice_coefficient: 0.3810 Epoch 2: loss did not improve from 1.42862 50/400 [==>...........................] - ETA: 3:28 - loss: 1.5128 - dice_coefficient: 0.3801 Epoch 2: loss did not improve from 1.42862 51/400 [==>...........................] - ETA: 3:27 - loss: 1.5007 - dice_coefficient: 0.3832 Epoch 2: loss did not improve from 1.42862 52/400 [==>...........................] - ETA: 3:26 - loss: 1.5078 - dice_coefficient: 0.3798 Epoch 2: loss did not improve from 1.42862 53/400 [==>...........................] - ETA: 3:26 - loss: 1.4916 - dice_coefficient: 0.3844 Epoch 2: loss did not improve from 1.42862 54/400 [===>..........................] - ETA: 3:25 - loss: 1.4783 - dice_coefficient: 0.3877 Epoch 2: loss did not improve from 1.42862 55/400 [===>..........................] - ETA: 3:24 - loss: 1.4823 - dice_coefficient: 0.3854 Epoch 2: loss did not improve from 1.42862 56/400 [===>..........................] - ETA: 3:23 - loss: 1.4700 - dice_coefficient: 0.3879 Epoch 2: loss did not improve from 1.42862 57/400 [===>..........................] - ETA: 3:23 - loss: 1.4669 - dice_coefficient: 0.3875 Epoch 2: loss did not improve from 1.42862 58/400 [===>..........................] - ETA: 3:22 - loss: 1.4572 - dice_coefficient: 0.3899 Epoch 2: loss did not improve from 1.42862 59/400 [===>..........................] - ETA: 3:21 - loss: 1.4769 - dice_coefficient: 0.3852 Epoch 2: loss did not improve from 1.42862 60/400 [===>..........................] - ETA: 3:20 - loss: 1.4655 - dice_coefficient: 0.3892 Epoch 2: loss did not improve from 1.42862 61/400 [===>..........................] - ETA: 3:20 - loss: 1.4628 - dice_coefficient: 0.3888 Epoch 2: loss did not improve from 1.42862 62/400 [===>..........................] - ETA: 3:19 - loss: 1.4676 - dice_coefficient: 0.3868 Epoch 2: loss did not improve from 1.42862 63/400 [===>..........................] - ETA: 3:18 - loss: 1.4576 - dice_coefficient: 0.3899 Epoch 2: loss did not improve from 1.42862 64/400 [===>..........................] - ETA: 3:18 - loss: 1.4525 - dice_coefficient: 0.3910 Epoch 2: loss did not improve from 1.42862 65/400 [===>..........................] - ETA: 3:17 - loss: 1.4572 - dice_coefficient: 0.3890 Epoch 2: loss did not improve from 1.42862 66/400 [===>..........................] - ETA: 3:16 - loss: 1.4753 - dice_coefficient: 0.3847 Epoch 2: loss did not improve from 1.42862 67/400 [====>.........................] - ETA: 3:15 - loss: 1.4649 - dice_coefficient: 0.3888 Epoch 2: loss did not improve from 1.42862 68/400 [====>.........................] - ETA: 3:15 - loss: 1.4554 - dice_coefficient: 0.3911 Epoch 2: loss did not improve from 1.42862 69/400 [====>.........................] - ETA: 3:14 - loss: 1.4545 - dice_coefficient: 0.3905 Epoch 2: loss did not improve from 1.42862 70/400 [====>.........................] - ETA: 3:14 - loss: 1.4451 - dice_coefficient: 0.3934 Epoch 2: loss did not improve from 1.42862 71/400 [====>.........................] - ETA: 3:13 - loss: 1.4435 - dice_coefficient: 0.3934 Epoch 2: loss did not improve from 1.42862 72/400 [====>.........................] - ETA: 3:12 - loss: 1.4335 - dice_coefficient: 0.3960 Epoch 2: loss did not improve from 1.42862 73/400 [====>.........................] - ETA: 3:11 - loss: 1.4381 - dice_coefficient: 0.3939 Epoch 2: loss did not improve from 1.42862 74/400 [====>.........................] - ETA: 3:11 - loss: 1.4306 - dice_coefficient: 0.3952 Epoch 2: loss improved from 1.42862 to 1.42393, saving model to model-1.42.h5 75/400 [====>.........................] - ETA: 3:11 - loss: 1.4239 - dice_coefficient: 0.3968 Epoch 2: loss improved from 1.42393 to 1.41579, saving model to model-1.42.h5 76/400 [====>.........................] - ETA: 3:11 - loss: 1.4158 - dice_coefficient: 0.3989 Epoch 2: loss improved from 1.41579 to 1.40910, saving model to model-1.41.h5 77/400 [====>.........................] - ETA: 3:11 - loss: 1.4091 - dice_coefficient: 0.4002 Epoch 2: loss improved from 1.40910 to 1.40632, saving model to model-1.41.h5 78/400 [====>.........................] - ETA: 3:11 - loss: 1.4063 - dice_coefficient: 0.4003 Epoch 2: loss improved from 1.40632 to 1.40473, saving model to model-1.40.h5 79/400 [====>.........................] - ETA: 3:11 - loss: 1.4047 - dice_coefficient: 0.3999 Epoch 2: loss improved from 1.40473 to 1.39293, saving model to model-1.39.h5 80/400 [=====>........................] - ETA: 3:11 - loss: 1.3929 - dice_coefficient: 0.4042 Epoch 2: loss improved from 1.39293 to 1.38370, saving model to model-1.38.h5 81/400 [=====>........................] - ETA: 3:11 - loss: 1.3837 - dice_coefficient: 0.4080 Epoch 2: loss improved from 1.38370 to 1.37285, saving model to model-1.37.h5 82/400 [=====>........................] - ETA: 3:11 - loss: 1.3729 - dice_coefficient: 0.4117 Epoch 2: loss did not improve from 1.37285 83/400 [=====>........................] - ETA: 3:10 - loss: 1.3915 - dice_coefficient: 0.4081 Epoch 2: loss did not improve from 1.37285 84/400 [=====>........................] - ETA: 3:09 - loss: 1.3840 - dice_coefficient: 0.4108 Epoch 2: loss did not improve from 1.37285 85/400 [=====>........................] - ETA: 3:09 - loss: 1.3763 - dice_coefficient: 0.4134 Epoch 2: loss did not improve from 1.37285 86/400 [=====>........................] - ETA: 3:08 - loss: 1.3753 - dice_coefficient: 0.4130 Epoch 2: loss improved from 1.37285 to 1.37120, saving model to model-1.37.h5 87/400 [=====>........................] - ETA: 3:08 - loss: 1.3712 - dice_coefficient: 0.4138 Epoch 2: loss improved from 1.37120 to 1.36761, saving model to model-1.37.h5 88/400 [=====>........................] - ETA: 3:08 - loss: 1.3676 - dice_coefficient: 0.4142 Epoch 2: loss improved from 1.36761 to 1.36450, saving model to model-1.36.h5 89/400 [=====>........................] - ETA: 3:08 - loss: 1.3645 - dice_coefficient: 0.4150 Epoch 2: loss did not improve from 1.36450 90/400 [=====>........................] - ETA: 3:07 - loss: 1.3768 - dice_coefficient: 0.4120 Epoch 2: loss did not improve from 1.36450 91/400 [=====>........................] - ETA: 3:06 - loss: 1.3731 - dice_coefficient: 0.4125 Epoch 2: loss did not improve from 1.36450 92/400 [=====>........................] - ETA: 3:06 - loss: 1.3785 - dice_coefficient: 0.4105 Epoch 2: loss did not improve from 1.36450 93/400 [=====>........................] - ETA: 3:05 - loss: 1.3906 - dice_coefficient: 0.4075 Epoch 2: loss did not improve from 1.36450 94/400 [======>.......................] - ETA: 3:04 - loss: 1.3860 - dice_coefficient: 0.4090 Epoch 2: loss did not improve from 1.36450 95/400 [======>.......................] - ETA: 3:03 - loss: 1.3779 - dice_coefficient: 0.4119 Epoch 2: loss did not improve from 1.36450 96/400 [======>.......................] - ETA: 3:03 - loss: 1.3942 - dice_coefficient: 0.4085 Epoch 2: loss did not improve from 1.36450 97/400 [======>.......................] - ETA: 3:02 - loss: 1.3949 - dice_coefficient: 0.4077 Epoch 2: loss did not improve from 1.36450 98/400 [======>.......................] - ETA: 3:01 - loss: 1.3956 - dice_coefficient: 0.4067 Epoch 2: loss did not improve from 1.36450 99/400 [======>.......................] - ETA: 3:01 - loss: 1.3961 - dice_coefficient: 0.4057 Epoch 2: loss did not improve from 1.36450 100/400 [======>.......................] - ETA: 3:00 - loss: 1.3970 - dice_coefficient: 0.4047 Epoch 2: loss did not improve from 1.36450 101/400 [======>.......................] - ETA: 2:59 - loss: 1.4138 - dice_coefficient: 0.4014 Epoch 2: loss did not improve from 1.36450 102/400 [======>.......................] - ETA: 2:58 - loss: 1.4231 - dice_coefficient: 0.3989 Epoch 2: loss did not improve from 1.36450 103/400 [======>.......................] - ETA: 2:58 - loss: 1.4182 - dice_coefficient: 0.3997 Epoch 2: loss did not improve from 1.36450 104/400 [======>.......................] - ETA: 2:57 - loss: 1.4180 - dice_coefficient: 0.3992 Epoch 2: loss did not improve from 1.36450 105/400 [======>.......................] - ETA: 2:56 - loss: 1.4146 - dice_coefficient: 0.3994 Epoch 2: loss did not improve from 1.36450 106/400 [======>.......................] - ETA: 2:56 - loss: 1.4115 - dice_coefficient: 0.4007 Epoch 2: loss did not improve from 1.36450 107/400 [=======>......................] - ETA: 2:55 - loss: 1.4084 - dice_coefficient: 0.4012 Epoch 2: loss did not improve from 1.36450 108/400 [=======>......................] - ETA: 2:54 - loss: 1.4045 - dice_coefficient: 0.4019 Epoch 2: loss did not improve from 1.36450 109/400 [=======>......................] - ETA: 2:54 - loss: 1.4009 - dice_coefficient: 0.4024 Epoch 2: loss did not improve from 1.36450 110/400 [=======>......................] - ETA: 2:53 - loss: 1.3945 - dice_coefficient: 0.4046 Epoch 2: loss did not improve from 1.36450 111/400 [=======>......................] - ETA: 2:52 - loss: 1.3893 - dice_coefficient: 0.4063 Epoch 2: loss did not improve from 1.36450 112/400 [=======>......................] - ETA: 2:52 - loss: 1.3902 - dice_coefficient: 0.4054 Epoch 2: loss did not improve from 1.36450 113/400 [=======>......................] - ETA: 2:51 - loss: 1.3845 - dice_coefficient: 0.4070 Epoch 2: loss did not improve from 1.36450 114/400 [=======>......................] - ETA: 2:50 - loss: 1.3903 - dice_coefficient: 0.4050 Epoch 2: loss did not improve from 1.36450 115/400 [=======>......................] - ETA: 2:49 - loss: 1.3908 - dice_coefficient: 0.4044 Epoch 2: loss did not improve from 1.36450 116/400 [=======>......................] - ETA: 2:49 - loss: 1.3954 - dice_coefficient: 0.4026 Epoch 2: loss did not improve from 1.36450 117/400 [=======>......................] - ETA: 2:48 - loss: 1.3911 - dice_coefficient: 0.4037 Epoch 2: loss did not improve from 1.36450 118/400 [=======>......................] - ETA: 2:48 - loss: 1.3882 - dice_coefficient: 0.4041 Epoch 2: loss did not improve from 1.36450 119/400 [=======>......................] - ETA: 2:47 - loss: 1.3859 - dice_coefficient: 0.4040 Epoch 2: loss did not improve from 1.36450 120/400 [========>.....................] - ETA: 2:46 - loss: 1.3818 - dice_coefficient: 0.4061 Epoch 2: loss did not improve from 1.36450 121/400 [========>.....................] - ETA: 2:46 - loss: 1.3786 - dice_coefficient: 0.4069 Epoch 2: loss did not improve from 1.36450 122/400 [========>.....................] - ETA: 2:45 - loss: 1.3754 - dice_coefficient: 0.4075 Epoch 2: loss did not improve from 1.36450 123/400 [========>.....................] - ETA: 2:44 - loss: 1.3707 - dice_coefficient: 0.4087 Epoch 2: loss did not improve from 1.36450 124/400 [========>.....................] - ETA: 2:44 - loss: 1.3682 - dice_coefficient: 0.4088 Epoch 2: loss improved from 1.36450 to 1.36449, saving model to model-1.36.h5 125/400 [========>.....................] - ETA: 2:43 - loss: 1.3645 - dice_coefficient: 0.4095 Epoch 2: loss improved from 1.36449 to 1.36282, saving model to model-1.36.h5 126/400 [========>.....................] - ETA: 2:43 - loss: 1.3628 - dice_coefficient: 0.4098 Epoch 2: loss improved from 1.36282 to 1.35586, saving model to model-1.36.h5 127/400 [========>.....................] - ETA: 2:43 - loss: 1.3559 - dice_coefficient: 0.4126 Epoch 2: loss improved from 1.35586 to 1.35050, saving model to model-1.35.h5 128/400 [========>.....................] - ETA: 2:43 - loss: 1.3505 - dice_coefficient: 0.4143 Epoch 2: loss improved from 1.35050 to 1.35026, saving model to model-1.35.h5 129/400 [========>.....................] - ETA: 2:43 - loss: 1.3503 - dice_coefficient: 0.4138 Epoch 2: loss did not improve from 1.35026 130/400 [========>.....................] - ETA: 2:42 - loss: 1.3534 - dice_coefficient: 0.4129 Epoch 2: loss did not improve from 1.35026 131/400 [========>.....................] - ETA: 2:41 - loss: 1.3510 - dice_coefficient: 0.4132 Epoch 2: loss did not improve from 1.35026 132/400 [========>.....................] - ETA: 2:41 - loss: 1.3525 - dice_coefficient: 0.4125 Epoch 2: loss did not improve from 1.35026 133/400 [========>.....................] - ETA: 2:40 - loss: 1.3651 - dice_coefficient: 0.4101 Epoch 2: loss did not improve from 1.35026 134/400 [=========>....................] - ETA: 2:40 - loss: 1.3634 - dice_coefficient: 0.4102 Epoch 2: loss did not improve from 1.35026 135/400 [=========>....................] - ETA: 2:39 - loss: 1.3590 - dice_coefficient: 0.4115 Epoch 2: loss did not improve from 1.35026 136/400 [=========>....................] - ETA: 2:38 - loss: 1.3545 - dice_coefficient: 0.4128 Epoch 2: loss improved from 1.35026 to 1.34969, saving model to model-1.35.h5 137/400 [=========>....................] - ETA: 2:38 - loss: 1.3497 - dice_coefficient: 0.4151 Epoch 2: loss improved from 1.34969 to 1.34793, saving model to model-1.35.h5 138/400 [=========>....................] - ETA: 2:38 - loss: 1.3479 - dice_coefficient: 0.4164 Epoch 2: loss improved from 1.34793 to 1.34563, saving model to model-1.35.h5 139/400 [=========>....................] - ETA: 2:38 - loss: 1.3456 - dice_coefficient: 0.4168 Epoch 2: loss improved from 1.34563 to 1.34245, saving model to model-1.34.h5 140/400 [=========>....................] - ETA: 2:37 - loss: 1.3425 - dice_coefficient: 0.4172 Epoch 2: loss improved from 1.34245 to 1.33876, saving model to model-1.34.h5 141/400 [=========>....................] - ETA: 2:37 - loss: 1.3388 - dice_coefficient: 0.4182 Epoch 2: loss improved from 1.33876 to 1.33477, saving model to model-1.33.h5 142/400 [=========>....................] - ETA: 2:37 - loss: 1.3348 - dice_coefficient: 0.4197 Epoch 2: loss improved from 1.33477 to 1.33129, saving model to model-1.33.h5 143/400 [=========>....................] - ETA: 2:37 - loss: 1.3313 - dice_coefficient: 0.4210 Epoch 2: loss did not improve from 1.33129 144/400 [=========>....................] - ETA: 2:36 - loss: 1.3315 - dice_coefficient: 0.4207 Epoch 2: loss improved from 1.33129 to 1.32881, saving model to model-1.33.h5 145/400 [=========>....................] - ETA: 2:36 - loss: 1.3288 - dice_coefficient: 0.4225 Epoch 2: loss improved from 1.32881 to 1.32821, saving model to model-1.33.h5 146/400 [=========>....................] - ETA: 2:35 - loss: 1.3282 - dice_coefficient: 0.4226 Epoch 2: loss did not improve from 1.32821 147/400 [==========>...................] - ETA: 2:35 - loss: 1.3286 - dice_coefficient: 0.4222 Epoch 2: loss did not improve from 1.32821 148/400 [==========>...................] - ETA: 2:34 - loss: 1.3289 - dice_coefficient: 0.4219 Epoch 2: loss did not improve from 1.32821 149/400 [==========>...................] - ETA: 2:33 - loss: 1.3342 - dice_coefficient: 0.4202 Epoch 2: loss did not improve from 1.32821 150/400 [==========>...................] - ETA: 2:32 - loss: 1.3455 - dice_coefficient: 0.4181 Epoch 2: loss did not improve from 1.32821 151/400 [==========>...................] - ETA: 2:32 - loss: 1.3428 - dice_coefficient: 0.4186 Epoch 2: loss did not improve from 1.32821 152/400 [==========>...................] - ETA: 2:31 - loss: 1.3432 - dice_coefficient: 0.4183 Epoch 2: loss did not improve from 1.32821 153/400 [==========>...................] - ETA: 2:30 - loss: 1.3401 - dice_coefficient: 0.4191 Epoch 2: loss did not improve from 1.32821 154/400 [==========>...................] - ETA: 2:30 - loss: 1.3424 - dice_coefficient: 0.4182 Epoch 2: loss did not improve from 1.32821 155/400 [==========>...................] - ETA: 2:29 - loss: 1.3409 - dice_coefficient: 0.4182 Epoch 2: loss did not improve from 1.32821 156/400 [==========>...................] - ETA: 2:28 - loss: 1.3367 - dice_coefficient: 0.4195 Epoch 2: loss did not improve from 1.32821 157/400 [==========>...................] - ETA: 2:28 - loss: 1.3329 - dice_coefficient: 0.4209 Epoch 2: loss did not improve from 1.32821 158/400 [==========>...................] - ETA: 2:27 - loss: 1.3299 - dice_coefficient: 0.4216 Epoch 2: loss did not improve from 1.32821 159/400 [==========>...................] - ETA: 2:26 - loss: 1.3290 - dice_coefficient: 0.4214 Epoch 2: loss did not improve from 1.32821 160/400 [===========>..................] - ETA: 2:26 - loss: 1.3304 - dice_coefficient: 0.4214 Epoch 2: loss improved from 1.32821 to 1.32786, saving model to model-1.33.h5 161/400 [===========>..................] - ETA: 2:25 - loss: 1.3279 - dice_coefficient: 0.4221 Epoch 2: loss improved from 1.32786 to 1.32541, saving model to model-1.33.h5 162/400 [===========>..................] - ETA: 2:25 - loss: 1.3254 - dice_coefficient: 0.4226 Epoch 2: loss improved from 1.32541 to 1.32139, saving model to model-1.32.h5 163/400 [===========>..................] - ETA: 2:25 - loss: 1.3214 - dice_coefficient: 0.4238 Epoch 2: loss improved from 1.32139 to 1.31777, saving model to model-1.32.h5 164/400 [===========>..................] - ETA: 2:24 - loss: 1.3178 - dice_coefficient: 0.4248 Epoch 2: loss improved from 1.31777 to 1.31479, saving model to model-1.31.h5 165/400 [===========>..................] - ETA: 2:24 - loss: 1.3148 - dice_coefficient: 0.4257 Epoch 2: loss improved from 1.31479 to 1.31088, saving model to model-1.31.h5 166/400 [===========>..................] - ETA: 2:23 - loss: 1.3109 - dice_coefficient: 0.4271 Epoch 2: loss improved from 1.31088 to 1.30862, saving model to model-1.31.h5 167/400 [===========>..................] - ETA: 2:23 - loss: 1.3086 - dice_coefficient: 0.4273 Epoch 2: loss did not improve from 1.30862 168/400 [===========>..................] - ETA: 2:22 - loss: 1.3170 - dice_coefficient: 0.4254 Epoch 2: loss did not improve from 1.30862 169/400 [===========>..................] - ETA: 2:22 - loss: 1.3136 - dice_coefficient: 0.4264 Epoch 2: loss did not improve from 1.30862 170/400 [===========>..................] - ETA: 2:21 - loss: 1.3154 - dice_coefficient: 0.4254 Epoch 2: loss did not improve from 1.30862 171/400 [===========>..................] - ETA: 2:20 - loss: 1.3134 - dice_coefficient: 0.4257 Epoch 2: loss improved from 1.30862 to 1.30860, saving model to model-1.31.h5 172/400 [===========>..................] - ETA: 2:20 - loss: 1.3086 - dice_coefficient: 0.4274 Epoch 2: loss did not improve from 1.30860 173/400 [===========>..................] - ETA: 2:19 - loss: 1.3089 - dice_coefficient: 0.4282 Epoch 2: loss did not improve from 1.30860 174/400 [============>.................] - ETA: 2:18 - loss: 1.3111 - dice_coefficient: 0.4273 Epoch 2: loss did not improve from 1.30860 175/400 [============>.................] - ETA: 2:18 - loss: 1.3150 - dice_coefficient: 0.4259 Epoch 2: loss did not improve from 1.30860 176/400 [============>.................] - ETA: 2:17 - loss: 1.3105 - dice_coefficient: 0.4274 Epoch 2: loss improved from 1.30860 to 1.30830, saving model to model-1.31.h5 177/400 [============>.................] - ETA: 2:17 - loss: 1.3083 - dice_coefficient: 0.4280 Epoch 2: loss improved from 1.30830 to 1.30566, saving model to model-1.31.h5 178/400 [============>.................] - ETA: 2:16 - loss: 1.3057 - dice_coefficient: 0.4284 Epoch 2: loss did not improve from 1.30566 179/400 [============>.................] - ETA: 2:16 - loss: 1.3065 - dice_coefficient: 0.4278 Epoch 2: loss did not improve from 1.30566 180/400 [============>.................] - ETA: 2:15 - loss: 1.3057 - dice_coefficient: 0.4275 Epoch 2: loss did not improve from 1.30566 181/400 [============>.................] - ETA: 2:14 - loss: 1.3061 - dice_coefficient: 0.4269 Epoch 2: loss improved from 1.30566 to 1.30545, saving model to model-1.31.h5 182/400 [============>.................] - ETA: 2:14 - loss: 1.3054 - dice_coefficient: 0.4277 Epoch 2: loss improved from 1.30545 to 1.30288, saving model to model-1.30.h5 183/400 [============>.................] - ETA: 2:13 - loss: 1.3029 - dice_coefficient: 0.4285 Epoch 2: loss did not improve from 1.30288 184/400 [============>.................] - ETA: 2:13 - loss: 1.3066 - dice_coefficient: 0.4272 Epoch 2: loss did not improve from 1.30288 185/400 [============>.................] - ETA: 2:12 - loss: 1.3049 - dice_coefficient: 0.4274 Epoch 2: loss did not improve from 1.30288 186/400 [============>.................] - ETA: 2:11 - loss: 1.3054 - dice_coefficient: 0.4270 Epoch 2: loss did not improve from 1.30288 187/400 [=============>................] - ETA: 2:11 - loss: 1.3050 - dice_coefficient: 0.4269 Epoch 2: loss improved from 1.30288 to 1.30287, saving model to model-1.30.h5 188/400 [=============>................] - ETA: 2:10 - loss: 1.3029 - dice_coefficient: 0.4274 Epoch 2: loss did not improve from 1.30287 189/400 [=============>................] - ETA: 2:10 - loss: 1.3098 - dice_coefficient: 0.4258 Epoch 2: loss did not improve from 1.30287 190/400 [=============>................] - ETA: 2:09 - loss: 1.3084 - dice_coefficient: 0.4260 Epoch 2: loss did not improve from 1.30287 191/400 [=============>................] - ETA: 2:08 - loss: 1.3050 - dice_coefficient: 0.4270 Epoch 2: loss did not improve from 1.30287 192/400 [=============>................] - ETA: 2:08 - loss: 1.3073 - dice_coefficient: 0.4261 Epoch 2: loss did not improve from 1.30287 193/400 [=============>................] - ETA: 2:07 - loss: 1.3048 - dice_coefficient: 0.4270 Epoch 2: loss did not improve from 1.30287 194/400 [=============>................] - ETA: 2:06 - loss: 1.3036 - dice_coefficient: 0.4280 Epoch 2: loss did not improve from 1.30287 195/400 [=============>................] - ETA: 2:06 - loss: 1.3072 - dice_coefficient: 0.4268 Epoch 2: loss did not improve from 1.30287 196/400 [=============>................] - ETA: 2:05 - loss: 1.3036 - dice_coefficient: 0.4280 Epoch 2: loss did not improve from 1.30287 197/400 [=============>................] - ETA: 2:04 - loss: 1.3036 - dice_coefficient: 0.4276 Epoch 2: loss improved from 1.30287 to 1.30193, saving model to model-1.30.h5 198/400 [=============>................] - ETA: 2:04 - loss: 1.3019 - dice_coefficient: 0.4278 Epoch 2: loss improved from 1.30193 to 1.29973, saving model to model-1.30.h5 199/400 [=============>................] - ETA: 2:03 - loss: 1.2997 - dice_coefficient: 0.4286 Epoch 2: loss did not improve from 1.29973 200/400 [==============>...............] - ETA: 2:03 - loss: 1.3023 - dice_coefficient: 0.4277 Epoch 2: loss did not improve from 1.29973 201/400 [==============>...............] - ETA: 2:02 - loss: 1.3064 - dice_coefficient: 0.4264 Epoch 2: loss did not improve from 1.29973 202/400 [==============>...............] - ETA: 2:01 - loss: 1.3045 - dice_coefficient: 0.4269 Epoch 2: loss did not improve from 1.29973 203/400 [==============>...............] - ETA: 2:01 - loss: 1.3108 - dice_coefficient: 0.4254 Epoch 2: loss did not improve from 1.29973 204/400 [==============>...............] - ETA: 2:00 - loss: 1.3105 - dice_coefficient: 0.4253 Epoch 2: loss did not improve from 1.29973 205/400 [==============>...............] - ETA: 1:59 - loss: 1.3092 - dice_coefficient: 0.4255 Epoch 2: loss did not improve from 1.29973 206/400 [==============>...............] - ETA: 1:59 - loss: 1.3066 - dice_coefficient: 0.4263 Epoch 2: loss did not improve from 1.29973 207/400 [==============>...............] - ETA: 1:58 - loss: 1.3063 - dice_coefficient: 0.4261 Epoch 2: loss did not improve from 1.29973 208/400 [==============>...............] - ETA: 1:57 - loss: 1.3036 - dice_coefficient: 0.4269 Epoch 2: loss did not improve from 1.29973 209/400 [==============>...............] - ETA: 1:57 - loss: 1.3008 - dice_coefficient: 0.4278 Epoch 2: loss improved from 1.29973 to 1.29839, saving model to model-1.30.h5 210/400 [==============>...............] - ETA: 1:56 - loss: 1.2984 - dice_coefficient: 0.4287 Epoch 2: loss did not improve from 1.29839 211/400 [==============>...............] - ETA: 1:56 - loss: 1.2987 - dice_coefficient: 0.4282 Epoch 2: loss did not improve from 1.29839 212/400 [==============>...............] - ETA: 1:55 - loss: 1.3016 - dice_coefficient: 0.4274 Epoch 2: loss did not improve from 1.29839 213/400 [==============>...............] - ETA: 1:54 - loss: 1.3003 - dice_coefficient: 0.4274 Epoch 2: loss improved from 1.29839 to 1.29823, saving model to model-1.30.h5 214/400 [===============>..............] - ETA: 1:54 - loss: 1.2982 - dice_coefficient: 0.4279 Epoch 2: loss did not improve from 1.29823 215/400 [===============>..............] - ETA: 1:53 - loss: 1.3032 - dice_coefficient: 0.4266 Epoch 2: loss did not improve from 1.29823 216/400 [===============>..............] - ETA: 1:53 - loss: 1.3021 - dice_coefficient: 0.4266 Epoch 2: loss did not improve from 1.29823 217/400 [===============>..............] - ETA: 1:52 - loss: 1.3015 - dice_coefficient: 0.4267 Epoch 2: loss did not improve from 1.29823 218/400 [===============>..............] - ETA: 1:51 - loss: 1.2998 - dice_coefficient: 0.4275 Epoch 2: loss did not improve from 1.29823 219/400 [===============>..............] - ETA: 1:51 - loss: 1.3008 - dice_coefficient: 0.4267 Epoch 2: loss did not improve from 1.29823 220/400 [===============>..............] - ETA: 1:50 - loss: 1.2983 - dice_coefficient: 0.4275 Epoch 2: loss improved from 1.29823 to 1.29672, saving model to model-1.30.h5 221/400 [===============>..............] - ETA: 1:49 - loss: 1.2967 - dice_coefficient: 0.4279 Epoch 2: loss improved from 1.29672 to 1.29589, saving model to model-1.30.h5 222/400 [===============>..............] - ETA: 1:49 - loss: 1.2959 - dice_coefficient: 0.4277 Epoch 2: loss improved from 1.29589 to 1.29347, saving model to model-1.29.h5 223/400 [===============>..............] - ETA: 1:48 - loss: 1.2935 - dice_coefficient: 0.4282 Epoch 2: loss improved from 1.29347 to 1.29064, saving model to model-1.29.h5 224/400 [===============>..............] - ETA: 1:48 - loss: 1.2906 - dice_coefficient: 0.4292 Epoch 2: loss improved from 1.29064 to 1.28876, saving model to model-1.29.h5 225/400 [===============>..............] - ETA: 1:47 - loss: 1.2888 - dice_coefficient: 0.4294 Epoch 2: loss did not improve from 1.28876 226/400 [===============>..............] - ETA: 1:47 - loss: 1.2896 - dice_coefficient: 0.4289 Epoch 2: loss did not improve from 1.28876 227/400 [================>.............] - ETA: 1:46 - loss: 1.2911 - dice_coefficient: 0.4282 Epoch 2: loss did not improve from 1.28876 228/400 [================>.............] - ETA: 1:46 - loss: 1.2904 - dice_coefficient: 0.4284 Epoch 2: loss improved from 1.28876 to 1.28874, saving model to model-1.29.h5 229/400 [================>.............] - ETA: 1:45 - loss: 1.2887 - dice_coefficient: 0.4287 Epoch 2: loss did not improve from 1.28874 230/400 [================>.............] - ETA: 1:44 - loss: 1.2974 - dice_coefficient: 0.4272 Epoch 2: loss did not improve from 1.28874 231/400 [================>.............] - ETA: 1:44 - loss: 1.2959 - dice_coefficient: 0.4279 Epoch 2: loss did not improve from 1.28874 232/400 [================>.............] - ETA: 1:43 - loss: 1.2942 - dice_coefficient: 0.4283 Epoch 2: loss did not improve from 1.28874 233/400 [================>.............] - ETA: 1:42 - loss: 1.2937 - dice_coefficient: 0.4281 Epoch 2: loss did not improve from 1.28874 234/400 [================>.............] - ETA: 1:42 - loss: 1.2940 - dice_coefficient: 0.4277 Epoch 2: loss did not improve from 1.28874 235/400 [================>.............] - ETA: 1:41 - loss: 1.2919 - dice_coefficient: 0.4284 Epoch 2: loss did not improve from 1.28874 236/400 [================>.............] - ETA: 1:40 - loss: 1.2916 - dice_coefficient: 0.4282 Epoch 2: loss did not improve from 1.28874 237/400 [================>.............] - ETA: 1:40 - loss: 1.2930 - dice_coefficient: 0.4279 Epoch 2: loss did not improve from 1.28874 238/400 [================>.............] - ETA: 1:39 - loss: 1.2915 - dice_coefficient: 0.4281 Epoch 2: loss did not improve from 1.28874 239/400 [================>.............] - ETA: 1:39 - loss: 1.2925 - dice_coefficient: 0.4276 Epoch 2: loss did not improve from 1.28874 240/400 [=================>............] - ETA: 1:38 - loss: 1.2916 - dice_coefficient: 0.4278 Epoch 2: loss did not improve from 1.28874 241/400 [=================>............] - ETA: 1:37 - loss: 1.2897 - dice_coefficient: 0.4284 Epoch 2: loss did not improve from 1.28874 242/400 [=================>............] - ETA: 1:37 - loss: 1.2891 - dice_coefficient: 0.4283 Epoch 2: loss did not improve from 1.28874 243/400 [=================>............] - ETA: 1:36 - loss: 1.2946 - dice_coefficient: 0.4270 Epoch 2: loss did not improve from 1.28874 244/400 [=================>............] - ETA: 1:35 - loss: 1.2939 - dice_coefficient: 0.4269 Epoch 2: loss did not improve from 1.28874 245/400 [=================>............] - ETA: 1:35 - loss: 1.2932 - dice_coefficient: 0.4269 Epoch 2: loss did not improve from 1.28874 246/400 [=================>............] - ETA: 1:34 - loss: 1.2907 - dice_coefficient: 0.4277 Epoch 2: loss did not improve from 1.28874 247/400 [=================>............] - ETA: 1:33 - loss: 1.2895 - dice_coefficient: 0.4278 Epoch 2: loss improved from 1.28874 to 1.28872, saving model to model-1.29.h5 248/400 [=================>............] - ETA: 1:33 - loss: 1.2887 - dice_coefficient: 0.4277 Epoch 2: loss did not improve from 1.28872 249/400 [=================>............] - ETA: 1:32 - loss: 1.2903 - dice_coefficient: 0.4271 Epoch 2: loss improved from 1.28872 to 1.28863, saving model to model-1.29.h5 250/400 [=================>............] - ETA: 1:32 - loss: 1.2886 - dice_coefficient: 0.4275 Epoch 2: loss improved from 1.28863 to 1.28762, saving model to model-1.29.h5 251/400 [=================>............] - ETA: 1:31 - loss: 1.2876 - dice_coefficient: 0.4275 Epoch 2: loss improved from 1.28762 to 1.28529, saving model to model-1.29.h5 252/400 [=================>............] - ETA: 1:31 - loss: 1.2853 - dice_coefficient: 0.4285 Epoch 2: loss improved from 1.28529 to 1.28371, saving model to model-1.28.h5 253/400 [=================>............] - ETA: 1:30 - loss: 1.2837 - dice_coefficient: 0.4288 Epoch 2: loss improved from 1.28371 to 1.28344, saving model to model-1.28.h5 254/400 [==================>...........] - ETA: 1:30 - loss: 1.2834 - dice_coefficient: 0.4285 Epoch 2: loss improved from 1.28344 to 1.28231, saving model to model-1.28.h5 255/400 [==================>...........] - ETA: 1:29 - loss: 1.2823 - dice_coefficient: 0.4287 Epoch 2: loss improved from 1.28231 to 1.28003, saving model to model-1.28.h5 256/400 [==================>...........] - ETA: 1:28 - loss: 1.2800 - dice_coefficient: 0.4298 Epoch 2: loss improved from 1.28003 to 1.27868, saving model to model-1.28.h5 257/400 [==================>...........] - ETA: 1:28 - loss: 1.2787 - dice_coefficient: 0.4304 Epoch 2: loss improved from 1.27868 to 1.27855, saving model to model-1.28.h5 258/400 [==================>...........] - ETA: 1:27 - loss: 1.2785 - dice_coefficient: 0.4310 Epoch 2: loss improved from 1.27855 to 1.27649, saving model to model-1.28.h5 259/400 [==================>...........] - ETA: 1:27 - loss: 1.2765 - dice_coefficient: 0.4316 Epoch 2: loss improved from 1.27649 to 1.27466, saving model to model-1.27.h5 260/400 [==================>...........] - ETA: 1:26 - loss: 1.2747 - dice_coefficient: 0.4323 Epoch 2: loss did not improve from 1.27466 261/400 [==================>...........] - ETA: 1:26 - loss: 1.2754 - dice_coefficient: 0.4318 Epoch 2: loss did not improve from 1.27466 262/400 [==================>...........] - ETA: 1:25 - loss: 1.2788 - dice_coefficient: 0.4309 Epoch 2: loss did not improve from 1.27466 263/400 [==================>...........] - ETA: 1:24 - loss: 1.2767 - dice_coefficient: 0.4316 Epoch 2: loss did not improve from 1.27466 264/400 [==================>...........] - ETA: 1:24 - loss: 1.2764 - dice_coefficient: 0.4315 Epoch 2: loss improved from 1.27466 to 1.27353, saving model to model-1.27.h5 265/400 [==================>...........] - ETA: 1:23 - loss: 1.2735 - dice_coefficient: 0.4326 Epoch 2: loss improved from 1.27353 to 1.27042, saving model to model-1.27.h5 266/400 [==================>...........] - ETA: 1:23 - loss: 1.2704 - dice_coefficient: 0.4338 Epoch 2: loss improved from 1.27042 to 1.26920, saving model to model-1.27.h5 267/400 [===================>..........] - ETA: 1:22 - loss: 1.2692 - dice_coefficient: 0.4343 Epoch 2: loss did not improve from 1.26920 268/400 [===================>..........] - ETA: 1:21 - loss: 1.2709 - dice_coefficient: 0.4335 Epoch 2: loss did not improve from 1.26920 269/400 [===================>..........] - ETA: 1:21 - loss: 1.2719 - dice_coefficient: 0.4332 Epoch 2: loss did not improve from 1.26920 270/400 [===================>..........] - ETA: 1:20 - loss: 1.2700 - dice_coefficient: 0.4339 Epoch 2: loss improved from 1.26920 to 1.26840, saving model to model-1.27.h5 271/400 [===================>..........] - ETA: 1:20 - loss: 1.2684 - dice_coefficient: 0.4344 Epoch 2: loss improved from 1.26840 to 1.26755, saving model to model-1.27.h5 272/400 [===================>..........] - ETA: 1:19 - loss: 1.2675 - dice_coefficient: 0.4345 Epoch 2: loss did not improve from 1.26755 273/400 [===================>..........] - ETA: 1:18 - loss: 1.2724 - dice_coefficient: 0.4333 Epoch 2: loss did not improve from 1.26755 274/400 [===================>..........] - ETA: 1:18 - loss: 1.2702 - dice_coefficient: 0.4340 Epoch 2: loss did not improve from 1.26755 275/400 [===================>..........] - ETA: 1:17 - loss: 1.3275 - dice_coefficient: 0.4324 Epoch 2: loss did not improve from 1.26755 276/400 [===================>..........] - ETA: 1:16 - loss: 1.3257 - dice_coefficient: 0.4328 Epoch 2: loss did not improve from 1.26755 277/400 [===================>..........] - ETA: 1:16 - loss: 1.3258 - dice_coefficient: 0.4326 Epoch 2: loss did not improve from 1.26755 278/400 [===================>..........] - ETA: 1:15 - loss: 1.3243 - dice_coefficient: 0.4329 Epoch 2: loss did not improve from 1.26755 279/400 [===================>..........] - ETA: 1:15 - loss: 1.3307 - dice_coefficient: 0.4315 Epoch 2: loss did not improve from 1.26755 280/400 [====================>.........] - ETA: 1:14 - loss: 1.3297 - dice_coefficient: 0.4316 Epoch 2: loss did not improve from 1.26755 281/400 [====================>.........] - ETA: 1:13 - loss: 1.3318 - dice_coefficient: 0.4307 Epoch 2: loss did not improve from 1.26755 282/400 [====================>.........] - ETA: 1:13 - loss: 1.3294 - dice_coefficient: 0.4315 Epoch 2: loss did not improve from 1.26755 283/400 [====================>.........] - ETA: 1:12 - loss: 1.3302 - dice_coefficient: 0.4319 Epoch 2: loss did not improve from 1.26755 284/400 [====================>.........] - ETA: 1:11 - loss: 1.3276 - dice_coefficient: 0.4328 Epoch 2: loss did not improve from 1.26755 285/400 [====================>.........] - ETA: 1:11 - loss: 1.3247 - dice_coefficient: 0.4338 Epoch 2: loss did not improve from 1.26755 286/400 [====================>.........] - ETA: 1:10 - loss: 1.3235 - dice_coefficient: 0.4338 Epoch 2: loss did not improve from 1.26755 287/400 [====================>.........] - ETA: 1:09 - loss: 1.3221 - dice_coefficient: 0.4341 Epoch 2: loss did not improve from 1.26755 288/400 [====================>.........] - ETA: 1:09 - loss: 1.3213 - dice_coefficient: 0.4341 Epoch 2: loss did not improve from 1.26755 289/400 [====================>.........] - ETA: 1:08 - loss: 1.3197 - dice_coefficient: 0.4344 Epoch 2: loss did not improve from 1.26755 290/400 [====================>.........] - ETA: 1:08 - loss: 1.3180 - dice_coefficient: 0.4349 Epoch 2: loss did not improve from 1.26755 291/400 [====================>.........] - ETA: 1:07 - loss: 1.3158 - dice_coefficient: 0.4356 Epoch 2: loss did not improve from 1.26755 292/400 [====================>.........] - ETA: 1:06 - loss: 1.3134 - dice_coefficient: 0.4364 Epoch 2: loss did not improve from 1.26755 293/400 [====================>.........] - ETA: 1:06 - loss: 1.3107 - dice_coefficient: 0.4374 Epoch 2: loss did not improve from 1.26755 294/400 [=====================>........] - ETA: 1:05 - loss: 1.3100 - dice_coefficient: 0.4374 Epoch 2: loss did not improve from 1.26755 295/400 [=====================>........] - ETA: 1:04 - loss: 1.3086 - dice_coefficient: 0.4381 Epoch 2: loss did not improve from 1.26755 296/400 [=====================>........] - ETA: 1:04 - loss: 1.3064 - dice_coefficient: 0.4388 Epoch 2: loss did not improve from 1.26755 297/400 [=====================>........] - ETA: 1:03 - loss: 1.3063 - dice_coefficient: 0.4386 Epoch 2: loss did not improve from 1.26755 298/400 [=====================>........] - ETA: 1:02 - loss: 1.3046 - dice_coefficient: 0.4390 Epoch 2: loss did not improve from 1.26755 299/400 [=====================>........] - ETA: 1:02 - loss: 1.3023 - dice_coefficient: 0.4398 Epoch 2: loss did not improve from 1.26755 300/400 [=====================>........] - ETA: 1:01 - loss: 1.3070 - dice_coefficient: 0.4386 Epoch 2: loss did not improve from 1.26755 301/400 [=====================>........] - ETA: 1:01 - loss: 1.3058 - dice_coefficient: 0.4389 Epoch 2: loss did not improve from 1.26755 302/400 [=====================>........] - ETA: 1:00 - loss: 1.3077 - dice_coefficient: 0.4382 Epoch 2: loss did not improve from 1.26755 303/400 [=====================>........] - ETA: 59s - loss: 1.3059 - dice_coefficient: 0.4387 Epoch 2: loss did not improve from 1.26755 304/400 [=====================>........] - ETA: 59s - loss: 1.3056 - dice_coefficient: 0.4390 Epoch 2: loss did not improve from 1.26755 305/400 [=====================>........] - ETA: 58s - loss: 1.3030 - dice_coefficient: 0.4398 Epoch 2: loss did not improve from 1.26755 306/400 [=====================>........] - ETA: 57s - loss: 1.3017 - dice_coefficient: 0.4402 Epoch 2: loss did not improve from 1.26755 307/400 [======================>.......] - ETA: 57s - loss: 1.3039 - dice_coefficient: 0.4394 Epoch 2: loss did not improve from 1.26755 308/400 [======================>.......] - ETA: 56s - loss: 1.3052 - dice_coefficient: 0.4389 Epoch 2: loss did not improve from 1.26755 309/400 [======================>.......] - ETA: 56s - loss: 1.3035 - dice_coefficient: 0.4395 Epoch 2: loss did not improve from 1.26755 310/400 [======================>.......] - ETA: 55s - loss: 1.3036 - dice_coefficient: 0.4390 Epoch 2: loss did not improve from 1.26755 311/400 [======================>.......] - ETA: 54s - loss: 1.3037 - dice_coefficient: 0.4392 Epoch 2: loss did not improve from 1.26755 312/400 [======================>.......] - ETA: 54s - loss: 1.3038 - dice_coefficient: 0.4389 Epoch 2: loss did not improve from 1.26755 313/400 [======================>.......] - ETA: 53s - loss: 1.3051 - dice_coefficient: 0.4383 Epoch 2: loss did not improve from 1.26755 314/400 [======================>.......] - ETA: 52s - loss: 1.3087 - dice_coefficient: 0.4373 Epoch 2: loss did not improve from 1.26755 315/400 [======================>.......] - ETA: 52s - loss: 1.3079 - dice_coefficient: 0.4375 Epoch 2: loss did not improve from 1.26755 316/400 [======================>.......] - ETA: 51s - loss: 1.3131 - dice_coefficient: 0.4364 Epoch 2: loss did not improve from 1.26755 317/400 [======================>.......] - ETA: 50s - loss: 1.3112 - dice_coefficient: 0.4367 Epoch 2: loss did not improve from 1.26755 318/400 [======================>.......] - ETA: 50s - loss: 1.3104 - dice_coefficient: 0.4370 Epoch 2: loss did not improve from 1.26755 319/400 [======================>.......] - ETA: 49s - loss: 1.3089 - dice_coefficient: 0.4374 Epoch 2: loss did not improve from 1.26755 320/400 [=======================>......] - ETA: 49s - loss: 1.3092 - dice_coefficient: 0.4371 Epoch 2: loss did not improve from 1.26755 321/400 [=======================>......] - ETA: 48s - loss: 1.3100 - dice_coefficient: 0.4366 Epoch 2: loss did not improve from 1.26755 322/400 [=======================>......] - ETA: 47s - loss: 1.3081 - dice_coefficient: 0.4374 Epoch 2: loss did not improve from 1.26755 323/400 [=======================>......] - ETA: 47s - loss: 1.3067 - dice_coefficient: 0.4377 Epoch 2: loss did not improve from 1.26755 324/400 [=======================>......] - ETA: 46s - loss: 1.3055 - dice_coefficient: 0.4380 Epoch 2: loss did not improve from 1.26755 325/400 [=======================>......] - ETA: 45s - loss: 1.3078 - dice_coefficient: 0.4372 Epoch 2: loss did not improve from 1.26755 326/400 [=======================>......] - ETA: 45s - loss: 1.3078 - dice_coefficient: 0.4370 Epoch 2: loss did not improve from 1.26755 327/400 [=======================>......] - ETA: 44s - loss: 1.3058 - dice_coefficient: 0.4377 Epoch 2: loss did not improve from 1.26755 328/400 [=======================>......] - ETA: 44s - loss: 1.3039 - dice_coefficient: 0.4382 Epoch 2: loss did not improve from 1.26755 329/400 [=======================>......] - ETA: 43s - loss: 1.3055 - dice_coefficient: 0.4375 Epoch 2: loss did not improve from 1.26755 330/400 [=======================>......] - ETA: 42s - loss: 1.3036 - dice_coefficient: 0.4380 Epoch 2: loss did not improve from 1.26755 331/400 [=======================>......] - ETA: 42s - loss: 1.3025 - dice_coefficient: 0.4383 Epoch 2: loss did not improve from 1.26755 332/400 [=======================>......] - ETA: 41s - loss: 1.3029 - dice_coefficient: 0.4379 Epoch 2: loss did not improve from 1.26755 333/400 [=======================>......] - ETA: 41s - loss: 1.3012 - dice_coefficient: 0.4385 Epoch 2: loss did not improve from 1.26755 334/400 [========================>.....] - ETA: 40s - loss: 1.2997 - dice_coefficient: 0.4388 Epoch 2: loss did not improve from 1.26755 335/400 [========================>.....] - ETA: 39s - loss: 1.2982 - dice_coefficient: 0.4393 Epoch 2: loss did not improve from 1.26755 336/400 [========================>.....] - ETA: 39s - loss: 1.2967 - dice_coefficient: 0.4397 Epoch 2: loss did not improve from 1.26755 337/400 [========================>.....] - ETA: 38s - loss: 1.2950 - dice_coefficient: 0.4402 Epoch 2: loss did not improve from 1.26755 338/400 [========================>.....] - ETA: 37s - loss: 1.2961 - dice_coefficient: 0.4396 Epoch 2: loss did not improve from 1.26755 339/400 [========================>.....] - ETA: 37s - loss: 1.2938 - dice_coefficient: 0.4405 Epoch 2: loss did not improve from 1.26755 340/400 [========================>.....] - ETA: 36s - loss: 1.2961 - dice_coefficient: 0.4396 Epoch 2: loss did not improve from 1.26755 341/400 [========================>.....] - ETA: 36s - loss: 1.2938 - dice_coefficient: 0.4404 Epoch 2: loss did not improve from 1.26755 342/400 [========================>.....] - ETA: 35s - loss: 1.2922 - dice_coefficient: 0.4409 Epoch 2: loss did not improve from 1.26755 343/400 [========================>.....] - ETA: 34s - loss: 1.2911 - dice_coefficient: 0.4414 Epoch 2: loss did not improve from 1.26755 344/400 [========================>.....] - ETA: 34s - loss: 1.2919 - dice_coefficient: 0.4411 Epoch 2: loss did not improve from 1.26755 345/400 [========================>.....] - ETA: 33s - loss: 1.2906 - dice_coefficient: 0.4415 Epoch 2: loss did not improve from 1.26755 346/400 [========================>.....] - ETA: 32s - loss: 1.2889 - dice_coefficient: 0.4422 Epoch 2: loss did not improve from 1.26755 347/400 [=========================>....] - ETA: 32s - loss: 1.2875 - dice_coefficient: 0.4425 Epoch 2: loss did not improve from 1.26755 348/400 [=========================>....] - ETA: 31s - loss: 1.2914 - dice_coefficient: 0.4416 Epoch 2: loss did not improve from 1.26755 349/400 [=========================>....] - ETA: 31s - loss: 1.2898 - dice_coefficient: 0.4423 Epoch 2: loss did not improve from 1.26755 350/400 [=========================>....] - ETA: 30s - loss: 1.2879 - dice_coefficient: 0.4430 Epoch 2: loss did not improve from 1.26755 351/400 [=========================>....] - ETA: 29s - loss: 1.2861 - dice_coefficient: 0.4435 Epoch 2: loss did not improve from 1.26755 352/400 [=========================>....] - ETA: 29s - loss: 1.2861 - dice_coefficient: 0.4433 Epoch 2: loss did not improve from 1.26755 353/400 [=========================>....] - ETA: 28s - loss: 1.2872 - dice_coefficient: 0.4428 Epoch 2: loss did not improve from 1.26755 354/400 [=========================>....] - ETA: 28s - loss: 1.2864 - dice_coefficient: 0.4431 Epoch 2: loss did not improve from 1.26755 355/400 [=========================>....] - ETA: 27s - loss: 1.2853 - dice_coefficient: 0.4432 Epoch 2: loss did not improve from 1.26755 356/400 [=========================>....] - ETA: 26s - loss: 1.2835 - dice_coefficient: 0.4440 Epoch 2: loss did not improve from 1.26755 357/400 [=========================>....] - ETA: 26s - loss: 1.2818 - dice_coefficient: 0.4445 Epoch 2: loss did not improve from 1.26755 358/400 [=========================>....] - ETA: 25s - loss: 1.2820 - dice_coefficient: 0.4443 Epoch 2: loss did not improve from 1.26755 359/400 [=========================>....] - ETA: 24s - loss: 1.2808 - dice_coefficient: 0.4448 Epoch 2: loss did not improve from 1.26755 360/400 [==========================>...] - ETA: 24s - loss: 1.2804 - dice_coefficient: 0.4446 Epoch 2: loss did not improve from 1.26755 361/400 [==========================>...] - ETA: 23s - loss: 1.2795 - dice_coefficient: 0.4448 Epoch 2: loss did not improve from 1.26755 362/400 [==========================>...] - ETA: 23s - loss: 1.2813 - dice_coefficient: 0.4441 Epoch 2: loss did not improve from 1.26755 363/400 [==========================>...] - ETA: 22s - loss: 1.2807 - dice_coefficient: 0.4441 Epoch 2: loss did not improve from 1.26755 364/400 [==========================>...] - ETA: 21s - loss: 1.2790 - dice_coefficient: 0.4447 Epoch 2: loss did not improve from 1.26755 365/400 [==========================>...] - ETA: 21s - loss: 1.2784 - dice_coefficient: 0.4448 Epoch 2: loss did not improve from 1.26755 366/400 [==========================>...] - ETA: 20s - loss: 1.2765 - dice_coefficient: 0.4455 Epoch 2: loss did not improve from 1.26755 367/400 [==========================>...] - ETA: 20s - loss: 1.2752 - dice_coefficient: 0.4457 Epoch 2: loss did not improve from 1.26755 368/400 [==========================>...] - ETA: 19s - loss: 1.2743 - dice_coefficient: 0.4464 Epoch 2: loss did not improve from 1.26755 369/400 [==========================>...] - ETA: 18s - loss: 1.2726 - dice_coefficient: 0.4469 Epoch 2: loss did not improve from 1.26755 370/400 [==========================>...] - ETA: 18s - loss: 1.2727 - dice_coefficient: 0.4472 Epoch 2: loss did not improve from 1.26755 371/400 [==========================>...] - ETA: 17s - loss: 1.2709 - dice_coefficient: 0.4478 Epoch 2: loss did not improve from 1.26755 372/400 [==========================>...] - ETA: 17s - loss: 1.2716 - dice_coefficient: 0.4474 Epoch 2: loss did not improve from 1.26755 373/400 [==========================>...] - ETA: 16s - loss: 1.2718 - dice_coefficient: 0.4471 Epoch 2: loss did not improve from 1.26755 374/400 [===========================>..] - ETA: 15s - loss: 1.2702 - dice_coefficient: 0.4479 Epoch 2: loss did not improve from 1.26755 375/400 [===========================>..] - ETA: 15s - loss: 1.2683 - dice_coefficient: 0.4487 Epoch 2: loss improved from 1.26755 to 1.26726, saving model to model-1.27.h5 376/400 [===========================>..] - ETA: 14s - loss: 1.2673 - dice_coefficient: 0.4489 Epoch 2: loss improved from 1.26726 to 1.26631, saving model to model-1.27.h5 377/400 [===========================>..] - ETA: 14s - loss: 1.2663 - dice_coefficient: 0.4492 Epoch 2: loss did not improve from 1.26631 378/400 [===========================>..] - ETA: 13s - loss: 1.2681 - dice_coefficient: 0.4486 Epoch 2: loss did not improve from 1.26631 379/400 [===========================>..] - ETA: 12s - loss: 1.2685 - dice_coefficient: 0.4483 Epoch 2: loss did not improve from 1.26631 380/400 [===========================>..] - ETA: 12s - loss: 1.2688 - dice_coefficient: 0.4481 Epoch 2: loss did not improve from 1.26631 381/400 [===========================>..] - ETA: 11s - loss: 1.2717 - dice_coefficient: 0.4473 Epoch 2: loss did not improve from 1.26631 382/400 [===========================>..] - ETA: 10s - loss: 1.2701 - dice_coefficient: 0.4476 Epoch 2: loss did not improve from 1.26631 383/400 [===========================>..] - ETA: 10s - loss: 1.2687 - dice_coefficient: 0.4484 Epoch 2: loss did not improve from 1.26631 384/400 [===========================>..] - ETA: 9s - loss: 1.2669 - dice_coefficient: 0.4491 Epoch 2: loss improved from 1.26631 to 1.26627, saving model to model-1.27.h5 385/400 [===========================>..] - ETA: 9s - loss: 1.2663 - dice_coefficient: 0.4492 Epoch 2: loss improved from 1.26627 to 1.26509, saving model to model-1.27.h5 386/400 [===========================>..] - ETA: 8s - loss: 1.2651 - dice_coefficient: 0.4493 Epoch 2: loss did not improve from 1.26509 387/400 [============================>.] - ETA: 7s - loss: 1.2661 - dice_coefficient: 0.4488 Epoch 2: loss did not improve from 1.26509 388/400 [============================>.] - ETA: 7s - loss: 1.2659 - dice_coefficient: 0.4487 Epoch 2: loss improved from 1.26509 to 1.26447, saving model to model-1.26.h5 389/400 [============================>.] - ETA: 6s - loss: 1.2645 - dice_coefficient: 0.4491 Epoch 2: loss improved from 1.26447 to 1.26363, saving model to model-1.26.h5 390/400 [============================>.] - ETA: 6s - loss: 1.2636 - dice_coefficient: 0.4491 Epoch 2: loss improved from 1.26363 to 1.26274, saving model to model-1.26.h5 391/400 [============================>.] - ETA: 5s - loss: 1.2627 - dice_coefficient: 0.4493 Epoch 2: loss improved from 1.26274 to 1.26210, saving model to model-1.26.h5 392/400 [============================>.] - ETA: 4s - loss: 1.2621 - dice_coefficient: 0.4494 Epoch 2: loss improved from 1.26210 to 1.26102, saving model to model-1.26.h5 393/400 [============================>.] - ETA: 4s - loss: 1.2610 - dice_coefficient: 0.4497 Epoch 2: loss improved from 1.26102 to 1.26011, saving model to model-1.26.h5 394/400 [============================>.] - ETA: 3s - loss: 1.2601 - dice_coefficient: 0.4498 Epoch 2: loss did not improve from 1.26011 395/400 [============================>.] - ETA: 3s - loss: 1.2612 - dice_coefficient: 0.4494 Epoch 2: loss did not improve from 1.26011 396/400 [============================>.] - ETA: 2s - loss: 1.2603 - dice_coefficient: 0.4495 Epoch 2: loss did not improve from 1.26011 397/400 [============================>.] - ETA: 1s - loss: 1.2623 - dice_coefficient: 0.4488 Epoch 2: loss did not improve from 1.26011 398/400 [============================>.] - ETA: 1s - loss: 1.2609 - dice_coefficient: 0.4494 Epoch 2: loss did not improve from 1.26011 399/400 [============================>.] - ETA: 0s - loss: 1.2609 - dice_coefficient: 0.4492 Epoch 2: loss did not improve from 1.26011 400/400 [==============================] - 245s 613ms/step - loss: 1.2635 - dice_coefficient: 0.4484 - val_loss: 1.3447 - val_dice_coefficient: 0.4222 - lr: 1.0000e-04 Epoch 3/30 Epoch 3: loss improved from 1.26011 to 0.59242, saving model to model-0.59.h5 1/400 [..............................] - ETA: 4:45 - loss: 0.5924 - dice_coefficient: 0.7019 Epoch 3: loss improved from 0.59242 to 0.57634, saving model to model-0.58.h5 2/400 [..............................] - ETA: 4:45 - loss: 0.5763 - dice_coefficient: 0.6941 Epoch 3: loss did not improve from 0.57634 3/400 [..............................] - ETA: 4:12 - loss: 1.2683 - dice_coefficient: 0.4980 Epoch 3: loss did not improve from 0.57634 4/400 [..............................] - ETA: 4:05 - loss: 1.0999 - dice_coefficient: 0.5291 Epoch 3: loss did not improve from 0.57634 5/400 [..............................] - ETA: 4:00 - loss: 1.1179 - dice_coefficient: 0.5024 Epoch 3: loss did not improve from 0.57634 6/400 [..............................] - ETA: 3:56 - loss: 1.0117 - dice_coefficient: 0.5462 Epoch 3: loss did not improve from 0.57634 7/400 [..............................] - ETA: 3:53 - loss: 1.1143 - dice_coefficient: 0.5041 Epoch 3: loss did not improve from 0.57634 8/400 [..............................] - ETA: 3:51 - loss: 1.0278 - dice_coefficient: 0.5347 Epoch 3: loss did not improve from 0.57634 9/400 [..............................] - ETA: 3:50 - loss: 1.0368 - dice_coefficient: 0.5490 Epoch 3: loss did not improve from 0.57634 10/400 [..............................] - ETA: 3:48 - loss: 1.0701 - dice_coefficient: 0.5259 Epoch 3: loss did not improve from 0.57634 11/400 [..............................] - ETA: 3:47 - loss: 1.0592 - dice_coefficient: 0.5197 Epoch 3: loss did not improve from 0.57634 12/400 [..............................] - ETA: 3:46 - loss: 1.0162 - dice_coefficient: 0.5319 Epoch 3: loss did not improve from 0.57634 13/400 [..............................] - ETA: 3:45 - loss: 0.9902 - dice_coefficient: 0.5374 Epoch 3: loss did not improve from 0.57634 14/400 [>.............................] - ETA: 3:44 - loss: 0.9642 - dice_coefficient: 0.5489 Epoch 3: loss did not improve from 0.57634 15/400 [>.............................] - ETA: 3:43 - loss: 1.0060 - dice_coefficient: 0.5292 Epoch 3: loss did not improve from 0.57634 16/400 [>.............................] - ETA: 3:42 - loss: 0.9875 - dice_coefficient: 0.5314 Epoch 3: loss did not improve from 0.57634 17/400 [>.............................] - ETA: 3:42 - loss: 1.0078 - dice_coefficient: 0.5194 Epoch 3: loss did not improve from 0.57634 18/400 [>.............................] - ETA: 3:41 - loss: 1.0700 - dice_coefficient: 0.4996 Epoch 3: loss did not improve from 0.57634 19/400 [>.............................] - ETA: 3:40 - loss: 1.0935 - dice_coefficient: 0.4872 Epoch 3: loss did not improve from 0.57634 20/400 [>.............................] - ETA: 3:39 - loss: 1.0641 - dice_coefficient: 0.4979 Epoch 3: loss did not improve from 0.57634 21/400 [>.............................] - ETA: 3:39 - loss: 1.1219 - dice_coefficient: 0.4805 Epoch 3: loss did not improve from 0.57634 22/400 [>.............................] - ETA: 3:38 - loss: 1.1098 - dice_coefficient: 0.4829 Epoch 3: loss did not improve from 0.57634 23/400 [>.............................] - ETA: 3:37 - loss: 1.0886 - dice_coefficient: 0.4885 Epoch 3: loss did not improve from 0.57634 24/400 [>.............................] - ETA: 3:37 - loss: 1.0807 - dice_coefficient: 0.4969 Epoch 3: loss did not improve from 0.57634 25/400 [>.............................] - ETA: 3:36 - loss: 1.1007 - dice_coefficient: 0.4872 Epoch 3: loss did not improve from 0.57634 26/400 [>.............................] - ETA: 3:35 - loss: 1.0856 - dice_coefficient: 0.4912 Epoch 3: loss did not improve from 0.57634 27/400 [=>............................] - ETA: 3:35 - loss: 1.1030 - dice_coefficient: 0.4838 Epoch 3: loss did not improve from 0.57634 28/400 [=>............................] - ETA: 3:35 - loss: 1.0801 - dice_coefficient: 0.4925 Epoch 3: loss did not improve from 0.57634 29/400 [=>............................] - ETA: 3:34 - loss: 1.0666 - dice_coefficient: 0.4971 Epoch 3: loss did not improve from 0.57634 30/400 [=>............................] - ETA: 3:34 - loss: 1.0870 - dice_coefficient: 0.4884 Epoch 3: loss did not improve from 0.57634 31/400 [=>............................] - ETA: 3:33 - loss: 1.0835 - dice_coefficient: 0.4872 Epoch 3: loss did not improve from 0.57634 32/400 [=>............................] - ETA: 3:33 - loss: 1.0655 - dice_coefficient: 0.4939 Epoch 3: loss did not improve from 0.57634 33/400 [=>............................] - ETA: 3:32 - loss: 1.0858 - dice_coefficient: 0.4854 Epoch 3: loss did not improve from 0.57634 34/400 [=>............................] - ETA: 3:31 - loss: 1.0795 - dice_coefficient: 0.4862 Epoch 3: loss did not improve from 0.57634 35/400 [=>............................] - ETA: 3:31 - loss: 1.0739 - dice_coefficient: 0.4901 Epoch 3: loss did not improve from 0.57634 36/400 [=>............................] - ETA: 3:30 - loss: 1.1126 - dice_coefficient: 0.4802 Epoch 3: loss did not improve from 0.57634 37/400 [=>............................] - ETA: 3:29 - loss: 1.1020 - dice_coefficient: 0.4832 Epoch 3: loss did not improve from 0.57634 38/400 [=>............................] - ETA: 3:29 - loss: 1.1006 - dice_coefficient: 0.4812 Epoch 3: loss did not improve from 0.57634 39/400 [=>............................] - ETA: 3:28 - loss: 1.0986 - dice_coefficient: 0.4807 Epoch 3: loss did not improve from 0.57634 40/400 [==>...........................] - ETA: 3:27 - loss: 1.0929 - dice_coefficient: 0.4820 Epoch 3: loss did not improve from 0.57634 41/400 [==>...........................] - ETA: 3:27 - loss: 1.0777 - dice_coefficient: 0.4897 Epoch 3: loss did not improve from 0.57634 42/400 [==>...........................] - ETA: 3:26 - loss: 1.0701 - dice_coefficient: 0.4915 Epoch 3: loss did not improve from 0.57634 43/400 [==>...........................] - ETA: 3:25 - loss: 1.0575 - dice_coefficient: 0.4959 Epoch 3: loss did not improve from 0.57634 44/400 [==>...........................] - ETA: 3:25 - loss: 1.0525 - dice_coefficient: 0.4976 Epoch 3: loss did not improve from 0.57634 45/400 [==>...........................] - ETA: 3:24 - loss: 1.0387 - dice_coefficient: 0.5043 Epoch 3: loss did not improve from 0.57634 46/400 [==>...........................] - ETA: 3:24 - loss: 1.0239 - dice_coefficient: 0.5102 Epoch 3: loss did not improve from 0.57634 47/400 [==>...........................] - ETA: 3:23 - loss: 1.0155 - dice_coefficient: 0.5128 Epoch 3: loss did not improve from 0.57634 48/400 [==>...........................] - ETA: 3:22 - loss: 1.0053 - dice_coefficient: 0.5181 Epoch 3: loss did not improve from 0.57634 49/400 [==>...........................] - ETA: 3:22 - loss: 1.0003 - dice_coefficient: 0.5192 Epoch 3: loss did not improve from 0.57634 50/400 [==>...........................] - ETA: 3:21 - loss: 0.9895 - dice_coefficient: 0.5248 Epoch 3: loss did not improve from 0.57634 51/400 [==>...........................] - ETA: 3:21 - loss: 0.9776 - dice_coefficient: 0.5298 Epoch 3: loss did not improve from 0.57634 52/400 [==>...........................] - ETA: 3:20 - loss: 0.9764 - dice_coefficient: 0.5285 Epoch 3: loss did not improve from 0.57634 53/400 [==>...........................] - ETA: 3:20 - loss: 0.9726 - dice_coefficient: 0.5297 Epoch 3: loss did not improve from 0.57634 54/400 [===>..........................] - ETA: 3:19 - loss: 1.0074 - dice_coefficient: 0.5215 Epoch 3: loss did not improve from 0.57634 55/400 [===>..........................] - ETA: 3:19 - loss: 1.0183 - dice_coefficient: 0.5175 Epoch 3: loss did not improve from 0.57634 56/400 [===>..........................] - ETA: 3:18 - loss: 1.0224 - dice_coefficient: 0.5149 Epoch 3: loss did not improve from 0.57634 57/400 [===>..........................] - ETA: 3:18 - loss: 1.0158 - dice_coefficient: 0.5172 Epoch 3: loss did not improve from 0.57634 58/400 [===>..........................] - ETA: 3:17 - loss: 1.0378 - dice_coefficient: 0.5107 Epoch 3: loss did not improve from 0.57634 59/400 [===>..........................] - ETA: 3:17 - loss: 1.0284 - dice_coefficient: 0.5143 Epoch 3: loss did not improve from 0.57634 60/400 [===>..........................] - ETA: 3:16 - loss: 1.0254 - dice_coefficient: 0.5144 Epoch 3: loss did not improve from 0.57634 61/400 [===>..........................] - ETA: 3:15 - loss: 1.0449 - dice_coefficient: 0.5083 Epoch 3: loss did not improve from 0.57634 62/400 [===>..........................] - ETA: 3:15 - loss: 1.0493 - dice_coefficient: 0.5078 Epoch 3: loss did not improve from 0.57634 63/400 [===>..........................] - ETA: 3:14 - loss: 1.0436 - dice_coefficient: 0.5093 Epoch 3: loss did not improve from 0.57634 64/400 [===>..........................] - ETA: 3:14 - loss: 1.0400 - dice_coefficient: 0.5096 Epoch 3: loss did not improve from 0.57634 65/400 [===>..........................] - ETA: 3:13 - loss: 1.0454 - dice_coefficient: 0.5069 Epoch 3: loss did not improve from 0.57634 66/400 [===>..........................] - ETA: 3:12 - loss: 1.0376 - dice_coefficient: 0.5108 Epoch 3: loss did not improve from 0.57634 67/400 [====>.........................] - ETA: 3:12 - loss: 1.0291 - dice_coefficient: 0.5148 Epoch 3: loss did not improve from 0.57634 68/400 [====>.........................] - ETA: 3:11 - loss: 1.0268 - dice_coefficient: 0.5140 Epoch 3: loss did not improve from 0.57634 69/400 [====>.........................] - ETA: 3:11 - loss: 1.0260 - dice_coefficient: 0.5137 Epoch 3: loss did not improve from 0.57634 70/400 [====>.........................] - ETA: 3:10 - loss: 1.0321 - dice_coefficient: 0.5104 Epoch 3: loss did not improve from 0.57634 71/400 [====>.........................] - ETA: 3:09 - loss: 1.0585 - dice_coefficient: 0.5044 Epoch 3: loss did not improve from 0.57634 72/400 [====>.........................] - ETA: 3:09 - loss: 1.0565 - dice_coefficient: 0.5039 Epoch 3: loss did not improve from 0.57634 73/400 [====>.........................] - ETA: 3:08 - loss: 1.0695 - dice_coefficient: 0.4995 Epoch 3: loss did not improve from 0.57634 74/400 [====>.........................] - ETA: 3:08 - loss: 1.0635 - dice_coefficient: 0.5011 Epoch 3: loss did not improve from 0.57634 75/400 [====>.........................] - ETA: 3:07 - loss: 1.0561 - dice_coefficient: 0.5037 Epoch 3: loss did not improve from 0.57634 76/400 [====>.........................] - ETA: 3:07 - loss: 1.0477 - dice_coefficient: 0.5074 Epoch 3: loss did not improve from 0.57634 77/400 [====>.........................] - ETA: 3:07 - loss: 1.0415 - dice_coefficient: 0.5090 Epoch 3: loss did not improve from 0.57634 78/400 [====>.........................] - ETA: 3:06 - loss: 1.0402 - dice_coefficient: 0.5081 Epoch 3: loss did not improve from 0.57634 79/400 [====>.........................] - ETA: 3:05 - loss: 1.0355 - dice_coefficient: 0.5092 Epoch 3: loss did not improve from 0.57634 80/400 [=====>........................] - ETA: 3:05 - loss: 1.0303 - dice_coefficient: 0.5105 Epoch 3: loss did not improve from 0.57634 81/400 [=====>........................] - ETA: 3:04 - loss: 1.0290 - dice_coefficient: 0.5102 Epoch 3: loss did not improve from 0.57634 82/400 [=====>........................] - ETA: 3:04 - loss: 1.0245 - dice_coefficient: 0.5116 Epoch 3: loss did not improve from 0.57634 83/400 [=====>........................] - ETA: 3:03 - loss: 1.0186 - dice_coefficient: 0.5138 Epoch 3: loss did not improve from 0.57634 84/400 [=====>........................] - ETA: 3:02 - loss: 1.0180 - dice_coefficient: 0.5128 Epoch 3: loss did not improve from 0.57634 85/400 [=====>........................] - ETA: 3:02 - loss: 1.0259 - dice_coefficient: 0.5096 Epoch 3: loss did not improve from 0.57634 86/400 [=====>........................] - ETA: 3:01 - loss: 1.0208 - dice_coefficient: 0.5108 Epoch 3: loss did not improve from 0.57634 87/400 [=====>........................] - ETA: 3:01 - loss: 1.0206 - dice_coefficient: 0.5098 Epoch 3: loss did not improve from 0.57634 88/400 [=====>........................] - ETA: 3:00 - loss: 1.0139 - dice_coefficient: 0.5127 Epoch 3: loss did not improve from 0.57634 89/400 [=====>........................] - ETA: 2:59 - loss: 1.0145 - dice_coefficient: 0.5149 Epoch 3: loss did not improve from 0.57634 90/400 [=====>........................] - ETA: 2:59 - loss: 1.0107 - dice_coefficient: 0.5167 Epoch 3: loss did not improve from 0.57634 91/400 [=====>........................] - ETA: 2:58 - loss: 1.0133 - dice_coefficient: 0.5149 Epoch 3: loss did not improve from 0.57634 92/400 [=====>........................] - ETA: 2:58 - loss: 1.0071 - dice_coefficient: 0.5180 Epoch 3: loss did not improve from 0.57634 93/400 [=====>........................] - ETA: 2:57 - loss: 1.0079 - dice_coefficient: 0.5171 Epoch 3: loss did not improve from 0.57634 94/400 [======>.......................] - ETA: 2:56 - loss: 1.0028 - dice_coefficient: 0.5189 Epoch 3: loss did not improve from 0.57634 95/400 [======>.......................] - ETA: 2:56 - loss: 1.0011 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 96/400 [======>.......................] - ETA: 2:55 - loss: 0.9982 - dice_coefficient: 0.5206 Epoch 3: loss did not improve from 0.57634 97/400 [======>.......................] - ETA: 2:55 - loss: 0.9919 - dice_coefficient: 0.5238 Epoch 3: loss did not improve from 0.57634 98/400 [======>.......................] - ETA: 2:54 - loss: 0.9927 - dice_coefficient: 0.5235 Epoch 3: loss did not improve from 0.57634 99/400 [======>.......................] - ETA: 2:54 - loss: 0.9972 - dice_coefficient: 0.5214 Epoch 3: loss did not improve from 0.57634 100/400 [======>.......................] - ETA: 2:53 - loss: 0.9971 - dice_coefficient: 0.5205 Epoch 3: loss did not improve from 0.57634 101/400 [======>.......................] - ETA: 2:52 - loss: 1.0030 - dice_coefficient: 0.5179 Epoch 3: loss did not improve from 0.57634 102/400 [======>.......................] - ETA: 2:52 - loss: 1.0029 - dice_coefficient: 0.5173 Epoch 3: loss did not improve from 0.57634 103/400 [======>.......................] - ETA: 2:51 - loss: 0.9992 - dice_coefficient: 0.5185 Epoch 3: loss did not improve from 0.57634 104/400 [======>.......................] - ETA: 2:51 - loss: 0.9993 - dice_coefficient: 0.5181 Epoch 3: loss did not improve from 0.57634 105/400 [======>.......................] - ETA: 2:50 - loss: 0.9981 - dice_coefficient: 0.5188 Epoch 3: loss did not improve from 0.57634 106/400 [======>.......................] - ETA: 2:49 - loss: 0.9919 - dice_coefficient: 0.5214 Epoch 3: loss did not improve from 0.57634 107/400 [=======>......................] - ETA: 2:49 - loss: 0.9897 - dice_coefficient: 0.5220 Epoch 3: loss did not improve from 0.57634 108/400 [=======>......................] - ETA: 2:48 - loss: 0.9881 - dice_coefficient: 0.5224 Epoch 3: loss did not improve from 0.57634 109/400 [=======>......................] - ETA: 2:48 - loss: 0.9821 - dice_coefficient: 0.5251 Epoch 3: loss did not improve from 0.57634 110/400 [=======>......................] - ETA: 2:47 - loss: 0.9789 - dice_coefficient: 0.5261 Epoch 3: loss did not improve from 0.57634 111/400 [=======>......................] - ETA: 2:46 - loss: 0.9778 - dice_coefficient: 0.5280 Epoch 3: loss did not improve from 0.57634 112/400 [=======>......................] - ETA: 2:46 - loss: 0.9762 - dice_coefficient: 0.5285 Epoch 3: loss did not improve from 0.57634 113/400 [=======>......................] - ETA: 2:45 - loss: 0.9746 - dice_coefficient: 0.5287 Epoch 3: loss did not improve from 0.57634 114/400 [=======>......................] - ETA: 2:45 - loss: 0.9779 - dice_coefficient: 0.5270 Epoch 3: loss did not improve from 0.57634 115/400 [=======>......................] - ETA: 2:44 - loss: 0.9894 - dice_coefficient: 0.5237 Epoch 3: loss did not improve from 0.57634 116/400 [=======>......................] - ETA: 2:43 - loss: 0.9893 - dice_coefficient: 0.5233 Epoch 3: loss did not improve from 0.57634 117/400 [=======>......................] - ETA: 2:43 - loss: 0.9867 - dice_coefficient: 0.5238 Epoch 3: loss did not improve from 0.57634 118/400 [=======>......................] - ETA: 2:42 - loss: 0.9809 - dice_coefficient: 0.5265 Epoch 3: loss did not improve from 0.57634 119/400 [=======>......................] - ETA: 2:42 - loss: 0.9819 - dice_coefficient: 0.5254 Epoch 3: loss did not improve from 0.57634 120/400 [========>.....................] - ETA: 2:41 - loss: 0.9918 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 121/400 [========>.....................] - ETA: 2:40 - loss: 0.9892 - dice_coefficient: 0.5233 Epoch 3: loss did not improve from 0.57634 122/400 [========>.....................] - ETA: 2:40 - loss: 1.0017 - dice_coefficient: 0.5199 Epoch 3: loss did not improve from 0.57634 123/400 [========>.....................] - ETA: 2:39 - loss: 0.9975 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 124/400 [========>.....................] - ETA: 2:39 - loss: 0.9951 - dice_coefficient: 0.5224 Epoch 3: loss did not improve from 0.57634 125/400 [========>.....................] - ETA: 2:38 - loss: 0.9927 - dice_coefficient: 0.5235 Epoch 3: loss did not improve from 0.57634 126/400 [========>.....................] - ETA: 2:38 - loss: 0.9945 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 127/400 [========>.....................] - ETA: 2:37 - loss: 0.9914 - dice_coefficient: 0.5238 Epoch 3: loss did not improve from 0.57634 128/400 [========>.....................] - ETA: 2:36 - loss: 1.0051 - dice_coefficient: 0.5205 Epoch 3: loss did not improve from 0.57634 129/400 [========>.....................] - ETA: 2:36 - loss: 1.0090 - dice_coefficient: 0.5185 Epoch 3: loss did not improve from 0.57634 130/400 [========>.....................] - ETA: 2:35 - loss: 1.0038 - dice_coefficient: 0.5206 Epoch 3: loss did not improve from 0.57634 131/400 [========>.....................] - ETA: 2:35 - loss: 1.0009 - dice_coefficient: 0.5219 Epoch 3: loss did not improve from 0.57634 132/400 [========>.....................] - ETA: 2:34 - loss: 0.9989 - dice_coefficient: 0.5231 Epoch 3: loss did not improve from 0.57634 133/400 [========>.....................] - ETA: 2:33 - loss: 1.0042 - dice_coefficient: 0.5208 Epoch 3: loss did not improve from 0.57634 134/400 [=========>....................] - ETA: 2:33 - loss: 0.9999 - dice_coefficient: 0.5226 Epoch 3: loss did not improve from 0.57634 135/400 [=========>....................] - ETA: 2:32 - loss: 0.9977 - dice_coefficient: 0.5229 Epoch 3: loss did not improve from 0.57634 136/400 [=========>....................] - ETA: 2:32 - loss: 0.9934 - dice_coefficient: 0.5248 Epoch 3: loss did not improve from 0.57634 137/400 [=========>....................] - ETA: 2:31 - loss: 0.9888 - dice_coefficient: 0.5269 Epoch 3: loss did not improve from 0.57634 138/400 [=========>....................] - ETA: 2:31 - loss: 0.9887 - dice_coefficient: 0.5262 Epoch 3: loss did not improve from 0.57634 139/400 [=========>....................] - ETA: 2:30 - loss: 0.9880 - dice_coefficient: 0.5263 Epoch 3: loss did not improve from 0.57634 140/400 [=========>....................] - ETA: 2:29 - loss: 0.9864 - dice_coefficient: 0.5268 Epoch 3: loss did not improve from 0.57634 141/400 [=========>....................] - ETA: 2:29 - loss: 0.9841 - dice_coefficient: 0.5274 Epoch 3: loss did not improve from 0.57634 142/400 [=========>....................] - ETA: 2:28 - loss: 1.0956 - dice_coefficient: 0.5237 Epoch 3: loss did not improve from 0.57634 143/400 [=========>....................] - ETA: 2:28 - loss: 1.0957 - dice_coefficient: 0.5247 Epoch 3: loss did not improve from 0.57634 144/400 [=========>....................] - ETA: 2:27 - loss: 1.0967 - dice_coefficient: 0.5233 Epoch 3: loss did not improve from 0.57634 145/400 [=========>....................] - ETA: 2:27 - loss: 1.0936 - dice_coefficient: 0.5240 Epoch 3: loss did not improve from 0.57634 146/400 [=========>....................] - ETA: 2:26 - loss: 1.0892 - dice_coefficient: 0.5254 Epoch 3: loss did not improve from 0.57634 147/400 [==========>...................] - ETA: 2:25 - loss: 1.0881 - dice_coefficient: 0.5251 Epoch 3: loss did not improve from 0.57634 148/400 [==========>...................] - ETA: 2:25 - loss: 1.0871 - dice_coefficient: 0.5251 Epoch 3: loss did not improve from 0.57634 149/400 [==========>...................] - ETA: 2:24 - loss: 1.0856 - dice_coefficient: 0.5251 Epoch 3: loss did not improve from 0.57634 150/400 [==========>...................] - ETA: 2:24 - loss: 1.0861 - dice_coefficient: 0.5242 Epoch 3: loss did not improve from 0.57634 151/400 [==========>...................] - ETA: 2:23 - loss: 1.0824 - dice_coefficient: 0.5257 Epoch 3: loss did not improve from 0.57634 152/400 [==========>...................] - ETA: 2:22 - loss: 1.0839 - dice_coefficient: 0.5243 Epoch 3: loss did not improve from 0.57634 153/400 [==========>...................] - ETA: 2:22 - loss: 1.0826 - dice_coefficient: 0.5241 Epoch 3: loss did not improve from 0.57634 154/400 [==========>...................] - ETA: 2:21 - loss: 1.0796 - dice_coefficient: 0.5250 Epoch 3: loss did not improve from 0.57634 155/400 [==========>...................] - ETA: 2:21 - loss: 1.0776 - dice_coefficient: 0.5252 Epoch 3: loss did not improve from 0.57634 156/400 [==========>...................] - ETA: 2:20 - loss: 1.0767 - dice_coefficient: 0.5247 Epoch 3: loss did not improve from 0.57634 157/400 [==========>...................] - ETA: 2:20 - loss: 1.0738 - dice_coefficient: 0.5255 Epoch 3: loss did not improve from 0.57634 158/400 [==========>...................] - ETA: 2:19 - loss: 1.0755 - dice_coefficient: 0.5242 Epoch 3: loss did not improve from 0.57634 159/400 [==========>...................] - ETA: 2:18 - loss: 1.0871 - dice_coefficient: 0.5214 Epoch 3: loss did not improve from 0.57634 160/400 [===========>..................] - ETA: 2:18 - loss: 1.0873 - dice_coefficient: 0.5207 Epoch 3: loss did not improve from 0.57634 161/400 [===========>..................] - ETA: 2:17 - loss: 1.0849 - dice_coefficient: 0.5209 Epoch 3: loss did not improve from 0.57634 162/400 [===========>..................] - ETA: 2:17 - loss: 1.0838 - dice_coefficient: 0.5207 Epoch 3: loss did not improve from 0.57634 163/400 [===========>..................] - ETA: 2:16 - loss: 1.0836 - dice_coefficient: 0.5200 Epoch 3: loss did not improve from 0.57634 164/400 [===========>..................] - ETA: 2:16 - loss: 1.0934 - dice_coefficient: 0.5175 Epoch 3: loss did not improve from 0.57634 165/400 [===========>..................] - ETA: 2:15 - loss: 1.0951 - dice_coefficient: 0.5162 Epoch 3: loss did not improve from 0.57634 166/400 [===========>..................] - ETA: 2:14 - loss: 1.0920 - dice_coefficient: 0.5171 Epoch 3: loss did not improve from 0.57634 167/400 [===========>..................] - ETA: 2:14 - loss: 1.0890 - dice_coefficient: 0.5176 Epoch 3: loss did not improve from 0.57634 168/400 [===========>..................] - ETA: 2:13 - loss: 1.0907 - dice_coefficient: 0.5164 Epoch 3: loss did not improve from 0.57634 169/400 [===========>..................] - ETA: 2:13 - loss: 1.0889 - dice_coefficient: 0.5164 Epoch 3: loss did not improve from 0.57634 170/400 [===========>..................] - ETA: 2:12 - loss: 1.0980 - dice_coefficient: 0.5140 Epoch 3: loss did not improve from 0.57634 171/400 [===========>..................] - ETA: 2:11 - loss: 1.1017 - dice_coefficient: 0.5124 Epoch 3: loss did not improve from 0.57634 172/400 [===========>..................] - ETA: 2:11 - loss: 1.0991 - dice_coefficient: 0.5127 Epoch 3: loss did not improve from 0.57634 173/400 [===========>..................] - ETA: 2:10 - loss: 1.0987 - dice_coefficient: 0.5136 Epoch 3: loss did not improve from 0.57634 174/400 [============>.................] - ETA: 2:10 - loss: 1.0956 - dice_coefficient: 0.5143 Epoch 3: loss did not improve from 0.57634 175/400 [============>.................] - ETA: 2:09 - loss: 1.1003 - dice_coefficient: 0.5125 Epoch 3: loss did not improve from 0.57634 176/400 [============>.................] - ETA: 2:09 - loss: 1.0979 - dice_coefficient: 0.5130 Epoch 3: loss did not improve from 0.57634 177/400 [============>.................] - ETA: 2:08 - loss: 1.0949 - dice_coefficient: 0.5142 Epoch 3: loss did not improve from 0.57634 178/400 [============>.................] - ETA: 2:07 - loss: 1.0926 - dice_coefficient: 0.5151 Epoch 3: loss did not improve from 0.57634 179/400 [============>.................] - ETA: 2:07 - loss: 1.0911 - dice_coefficient: 0.5153 Epoch 3: loss did not improve from 0.57634 180/400 [============>.................] - ETA: 2:06 - loss: 1.0880 - dice_coefficient: 0.5164 Epoch 3: loss did not improve from 0.57634 181/400 [============>.................] - ETA: 2:06 - loss: 1.0867 - dice_coefficient: 0.5166 Epoch 3: loss did not improve from 0.57634 182/400 [============>.................] - ETA: 2:05 - loss: 1.0859 - dice_coefficient: 0.5163 Epoch 3: loss did not improve from 0.57634 183/400 [============>.................] - ETA: 2:04 - loss: 1.0828 - dice_coefficient: 0.5174 Epoch 3: loss did not improve from 0.57634 184/400 [============>.................] - ETA: 2:04 - loss: 1.0846 - dice_coefficient: 0.5161 Epoch 3: loss did not improve from 0.57634 185/400 [============>.................] - ETA: 2:03 - loss: 1.0828 - dice_coefficient: 0.5163 Epoch 3: loss did not improve from 0.57634 186/400 [============>.................] - ETA: 2:03 - loss: 1.0802 - dice_coefficient: 0.5172 Epoch 3: loss did not improve from 0.57634 187/400 [=============>................] - ETA: 2:02 - loss: 1.0764 - dice_coefficient: 0.5189 Epoch 3: loss did not improve from 0.57634 188/400 [=============>................] - ETA: 2:02 - loss: 1.0728 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 189/400 [=============>................] - ETA: 2:01 - loss: 1.0714 - dice_coefficient: 0.5206 Epoch 3: loss did not improve from 0.57634 190/400 [=============>................] - ETA: 2:00 - loss: 1.0711 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 191/400 [=============>................] - ETA: 2:00 - loss: 1.0690 - dice_coefficient: 0.5209 Epoch 3: loss did not improve from 0.57634 192/400 [=============>................] - ETA: 1:59 - loss: 1.0665 - dice_coefficient: 0.5215 Epoch 3: loss did not improve from 0.57634 193/400 [=============>................] - ETA: 1:59 - loss: 1.0638 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 194/400 [=============>................] - ETA: 1:58 - loss: 1.0700 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 195/400 [=============>................] - ETA: 1:58 - loss: 1.0684 - dice_coefficient: 0.5204 Epoch 3: loss did not improve from 0.57634 196/400 [=============>................] - ETA: 1:57 - loss: 1.0728 - dice_coefficient: 0.5187 Epoch 3: loss did not improve from 0.57634 197/400 [=============>................] - ETA: 1:56 - loss: 1.0725 - dice_coefficient: 0.5183 Epoch 3: loss did not improve from 0.57634 198/400 [=============>................] - ETA: 1:56 - loss: 1.0727 - dice_coefficient: 0.5177 Epoch 3: loss did not improve from 0.57634 199/400 [=============>................] - ETA: 1:55 - loss: 1.0690 - dice_coefficient: 0.5191 Epoch 3: loss did not improve from 0.57634 200/400 [==============>...............] - ETA: 1:55 - loss: 1.0697 - dice_coefficient: 0.5184 Epoch 3: loss did not improve from 0.57634 201/400 [==============>...............] - ETA: 1:54 - loss: 1.0679 - dice_coefficient: 0.5191 Epoch 3: loss did not improve from 0.57634 202/400 [==============>...............] - ETA: 1:54 - loss: 1.0657 - dice_coefficient: 0.5201 Epoch 3: loss did not improve from 0.57634 203/400 [==============>...............] - ETA: 1:53 - loss: 1.0667 - dice_coefficient: 0.5193 Epoch 3: loss did not improve from 0.57634 204/400 [==============>...............] - ETA: 1:52 - loss: 1.0636 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 205/400 [==============>...............] - ETA: 1:52 - loss: 1.0618 - dice_coefficient: 0.5207 Epoch 3: loss did not improve from 0.57634 206/400 [==============>...............] - ETA: 1:51 - loss: 1.0596 - dice_coefficient: 0.5213 Epoch 3: loss did not improve from 0.57634 207/400 [==============>...............] - ETA: 1:51 - loss: 1.0598 - dice_coefficient: 0.5208 Epoch 3: loss did not improve from 0.57634 208/400 [==============>...............] - ETA: 1:50 - loss: 1.0583 - dice_coefficient: 0.5209 Epoch 3: loss did not improve from 0.57634 209/400 [==============>...............] - ETA: 1:49 - loss: 1.0560 - dice_coefficient: 0.5222 Epoch 3: loss did not improve from 0.57634 210/400 [==============>...............] - ETA: 1:49 - loss: 1.0545 - dice_coefficient: 0.5224 Epoch 3: loss did not improve from 0.57634 211/400 [==============>...............] - ETA: 1:48 - loss: 1.0526 - dice_coefficient: 0.5228 Epoch 3: loss did not improve from 0.57634 212/400 [==============>...............] - ETA: 1:48 - loss: 1.0504 - dice_coefficient: 0.5236 Epoch 3: loss did not improve from 0.57634 213/400 [==============>...............] - ETA: 1:47 - loss: 1.0484 - dice_coefficient: 0.5242 Epoch 3: loss did not improve from 0.57634 214/400 [===============>..............] - ETA: 1:47 - loss: 1.0548 - dice_coefficient: 0.5222 Epoch 3: loss did not improve from 0.57634 215/400 [===============>..............] - ETA: 1:46 - loss: 1.0581 - dice_coefficient: 0.5208 Epoch 3: loss did not improve from 0.57634 216/400 [===============>..............] - ETA: 1:45 - loss: 1.0556 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 217/400 [===============>..............] - ETA: 1:45 - loss: 1.0543 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 218/400 [===============>..............] - ETA: 1:44 - loss: 1.0536 - dice_coefficient: 0.5221 Epoch 3: loss did not improve from 0.57634 219/400 [===============>..............] - ETA: 1:44 - loss: 1.0527 - dice_coefficient: 0.5219 Epoch 3: loss did not improve from 0.57634 220/400 [===============>..............] - ETA: 1:43 - loss: 1.0536 - dice_coefficient: 0.5212 Epoch 3: loss did not improve from 0.57634 221/400 [===============>..............] - ETA: 1:42 - loss: 1.0525 - dice_coefficient: 0.5213 Epoch 3: loss did not improve from 0.57634 222/400 [===============>..............] - ETA: 1:42 - loss: 1.0501 - dice_coefficient: 0.5221 Epoch 3: loss did not improve from 0.57634 223/400 [===============>..............] - ETA: 1:41 - loss: 1.0475 - dice_coefficient: 0.5232 Epoch 3: loss did not improve from 0.57634 224/400 [===============>..............] - ETA: 1:41 - loss: 1.0452 - dice_coefficient: 0.5238 Epoch 3: loss did not improve from 0.57634 225/400 [===============>..............] - ETA: 1:40 - loss: 1.0484 - dice_coefficient: 0.5224 Epoch 3: loss did not improve from 0.57634 226/400 [===============>..............] - ETA: 1:40 - loss: 1.0474 - dice_coefficient: 0.5226 Epoch 3: loss did not improve from 0.57634 227/400 [================>.............] - ETA: 1:39 - loss: 1.0476 - dice_coefficient: 0.5220 Epoch 3: loss did not improve from 0.57634 228/400 [================>.............] - ETA: 1:39 - loss: 1.0488 - dice_coefficient: 0.5214 Epoch 3: loss did not improve from 0.57634 229/400 [================>.............] - ETA: 1:38 - loss: 1.0518 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 230/400 [================>.............] - ETA: 1:37 - loss: 1.0491 - dice_coefficient: 0.5213 Epoch 3: loss did not improve from 0.57634 231/400 [================>.............] - ETA: 1:37 - loss: 1.0522 - dice_coefficient: 0.5200 Epoch 3: loss did not improve from 0.57634 232/400 [================>.............] - ETA: 1:36 - loss: 1.0514 - dice_coefficient: 0.5200 Epoch 3: loss did not improve from 0.57634 233/400 [================>.............] - ETA: 1:36 - loss: 1.0500 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 234/400 [================>.............] - ETA: 1:35 - loss: 1.0486 - dice_coefficient: 0.5208 Epoch 3: loss did not improve from 0.57634 235/400 [================>.............] - ETA: 1:35 - loss: 1.0463 - dice_coefficient: 0.5215 Epoch 3: loss did not improve from 0.57634 236/400 [================>.............] - ETA: 1:34 - loss: 1.0498 - dice_coefficient: 0.5202 Epoch 3: loss did not improve from 0.57634 237/400 [================>.............] - ETA: 1:33 - loss: 1.0513 - dice_coefficient: 0.5196 Epoch 3: loss did not improve from 0.57634 238/400 [================>.............] - ETA: 1:33 - loss: 1.0496 - dice_coefficient: 0.5198 Epoch 3: loss did not improve from 0.57634 239/400 [================>.............] - ETA: 1:32 - loss: 1.0489 - dice_coefficient: 0.5198 Epoch 3: loss did not improve from 0.57634 240/400 [=================>............] - ETA: 1:32 - loss: 1.0475 - dice_coefficient: 0.5201 Epoch 3: loss did not improve from 0.57634 241/400 [=================>............] - ETA: 1:31 - loss: 1.0466 - dice_coefficient: 0.5200 Epoch 3: loss did not improve from 0.57634 242/400 [=================>............] - ETA: 1:31 - loss: 1.0447 - dice_coefficient: 0.5206 Epoch 3: loss did not improve from 0.57634 243/400 [=================>............] - ETA: 1:30 - loss: 1.0428 - dice_coefficient: 0.5211 Epoch 3: loss did not improve from 0.57634 244/400 [=================>............] - ETA: 1:29 - loss: 1.0413 - dice_coefficient: 0.5212 Epoch 3: loss did not improve from 0.57634 245/400 [=================>............] - ETA: 1:29 - loss: 1.0418 - dice_coefficient: 0.5206 Epoch 3: loss did not improve from 0.57634 246/400 [=================>............] - ETA: 1:28 - loss: 1.0435 - dice_coefficient: 0.5196 Epoch 3: loss did not improve from 0.57634 247/400 [=================>............] - ETA: 1:28 - loss: 1.0426 - dice_coefficient: 0.5195 Epoch 3: loss did not improve from 0.57634 248/400 [=================>............] - ETA: 1:27 - loss: 1.0414 - dice_coefficient: 0.5198 Epoch 3: loss did not improve from 0.57634 249/400 [=================>............] - ETA: 1:27 - loss: 1.0396 - dice_coefficient: 0.5206 Epoch 3: loss did not improve from 0.57634 250/400 [=================>............] - ETA: 1:26 - loss: 1.0395 - dice_coefficient: 0.5202 Epoch 3: loss did not improve from 0.57634 251/400 [=================>............] - ETA: 1:25 - loss: 1.0409 - dice_coefficient: 0.5194 Epoch 3: loss did not improve from 0.57634 252/400 [=================>............] - ETA: 1:25 - loss: 1.0406 - dice_coefficient: 0.5191 Epoch 3: loss did not improve from 0.57634 253/400 [=================>............] - ETA: 1:24 - loss: 1.0406 - dice_coefficient: 0.5188 Epoch 3: loss did not improve from 0.57634 254/400 [==================>...........] - ETA: 1:24 - loss: 1.0403 - dice_coefficient: 0.5185 Epoch 3: loss did not improve from 0.57634 255/400 [==================>...........] - ETA: 1:23 - loss: 1.0397 - dice_coefficient: 0.5184 Epoch 3: loss did not improve from 0.57634 256/400 [==================>...........] - ETA: 1:22 - loss: 1.0380 - dice_coefficient: 0.5189 Epoch 3: loss did not improve from 0.57634 257/400 [==================>...........] - ETA: 1:22 - loss: 1.0362 - dice_coefficient: 0.5195 Epoch 3: loss did not improve from 0.57634 258/400 [==================>...........] - ETA: 1:21 - loss: 1.0352 - dice_coefficient: 0.5197 Epoch 3: loss did not improve from 0.57634 259/400 [==================>...........] - ETA: 1:21 - loss: 1.0339 - dice_coefficient: 0.5199 Epoch 3: loss did not improve from 0.57634 260/400 [==================>...........] - ETA: 1:20 - loss: 1.0333 - dice_coefficient: 0.5206 Epoch 3: loss did not improve from 0.57634 261/400 [==================>...........] - ETA: 1:20 - loss: 1.0339 - dice_coefficient: 0.5200 Epoch 3: loss did not improve from 0.57634 262/400 [==================>...........] - ETA: 1:19 - loss: 1.0336 - dice_coefficient: 0.5197 Epoch 3: loss did not improve from 0.57634 263/400 [==================>...........] - ETA: 1:18 - loss: 1.0319 - dice_coefficient: 0.5202 Epoch 3: loss did not improve from 0.57634 264/400 [==================>...........] - ETA: 1:18 - loss: 1.0305 - dice_coefficient: 0.5208 Epoch 3: loss did not improve from 0.57634 265/400 [==================>...........] - ETA: 1:17 - loss: 1.0329 - dice_coefficient: 0.5198 Epoch 3: loss did not improve from 0.57634 266/400 [==================>...........] - ETA: 1:17 - loss: 1.0314 - dice_coefficient: 0.5203 Epoch 3: loss did not improve from 0.57634 267/400 [===================>..........] - ETA: 1:16 - loss: 1.0297 - dice_coefficient: 0.5210 Epoch 3: loss did not improve from 0.57634 268/400 [===================>..........] - ETA: 1:16 - loss: 1.0279 - dice_coefficient: 0.5215 Epoch 3: loss did not improve from 0.57634 269/400 [===================>..........] - ETA: 1:15 - loss: 1.0272 - dice_coefficient: 0.5217 Epoch 3: loss did not improve from 0.57634 270/400 [===================>..........] - ETA: 1:14 - loss: 1.0269 - dice_coefficient: 0.5224 Epoch 3: loss did not improve from 0.57634 271/400 [===================>..........] - ETA: 1:14 - loss: 1.0298 - dice_coefficient: 0.5213 Epoch 3: loss did not improve from 0.57634 272/400 [===================>..........] - ETA: 1:13 - loss: 1.0288 - dice_coefficient: 0.5222 Epoch 3: loss did not improve from 0.57634 273/400 [===================>..........] - ETA: 1:13 - loss: 1.0291 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 274/400 [===================>..........] - ETA: 1:12 - loss: 1.0286 - dice_coefficient: 0.5220 Epoch 3: loss did not improve from 0.57634 275/400 [===================>..........] - ETA: 1:11 - loss: 1.0297 - dice_coefficient: 0.5214 Epoch 3: loss did not improve from 0.57634 276/400 [===================>..........] - ETA: 1:11 - loss: 1.0285 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 277/400 [===================>..........] - ETA: 1:10 - loss: 1.0290 - dice_coefficient: 0.5215 Epoch 3: loss did not improve from 0.57634 278/400 [===================>..........] - ETA: 1:10 - loss: 1.0302 - dice_coefficient: 0.5207 Epoch 3: loss did not improve from 0.57634 279/400 [===================>..........] - ETA: 1:09 - loss: 1.0285 - dice_coefficient: 0.5213 Epoch 3: loss did not improve from 0.57634 280/400 [====================>.........] - ETA: 1:09 - loss: 1.0283 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 281/400 [====================>.........] - ETA: 1:08 - loss: 1.0277 - dice_coefficient: 0.5217 Epoch 3: loss did not improve from 0.57634 282/400 [====================>.........] - ETA: 1:07 - loss: 1.0262 - dice_coefficient: 0.5221 Epoch 3: loss did not improve from 0.57634 283/400 [====================>.........] - ETA: 1:07 - loss: 1.0247 - dice_coefficient: 0.5226 Epoch 3: loss did not improve from 0.57634 284/400 [====================>.........] - ETA: 1:06 - loss: 1.0235 - dice_coefficient: 0.5231 Epoch 3: loss did not improve from 0.57634 285/400 [====================>.........] - ETA: 1:06 - loss: 1.0255 - dice_coefficient: 0.5221 Epoch 3: loss did not improve from 0.57634 286/400 [====================>.........] - ETA: 1:05 - loss: 1.0247 - dice_coefficient: 0.5221 Epoch 3: loss did not improve from 0.57634 287/400 [====================>.........] - ETA: 1:05 - loss: 1.0251 - dice_coefficient: 0.5216 Epoch 3: loss did not improve from 0.57634 288/400 [====================>.........] - ETA: 1:04 - loss: 1.0239 - dice_coefficient: 0.5219 Epoch 3: loss did not improve from 0.57634 289/400 [====================>.........] - ETA: 1:03 - loss: 1.0231 - dice_coefficient: 0.5219 Epoch 3: loss did not improve from 0.57634 290/400 [====================>.........] - ETA: 1:03 - loss: 1.0225 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 291/400 [====================>.........] - ETA: 1:02 - loss: 1.0238 - dice_coefficient: 0.5210 Epoch 3: loss did not improve from 0.57634 292/400 [====================>.........] - ETA: 1:02 - loss: 1.0222 - dice_coefficient: 0.5215 Epoch 3: loss did not improve from 0.57634 293/400 [====================>.........] - ETA: 1:01 - loss: 1.0208 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 294/400 [=====================>........] - ETA: 1:01 - loss: 1.0197 - dice_coefficient: 0.5221 Epoch 3: loss did not improve from 0.57634 295/400 [=====================>........] - ETA: 1:00 - loss: 1.0178 - dice_coefficient: 0.5228 Epoch 3: loss did not improve from 0.57634 296/400 [=====================>........] - ETA: 59s - loss: 1.0186 - dice_coefficient: 0.5222 Epoch 3: loss did not improve from 0.57634 297/400 [=====================>........] - ETA: 59s - loss: 1.0174 - dice_coefficient: 0.5226 Epoch 3: loss did not improve from 0.57634 298/400 [=====================>........] - ETA: 58s - loss: 1.0166 - dice_coefficient: 0.5228 Epoch 3: loss did not improve from 0.57634 299/400 [=====================>........] - ETA: 58s - loss: 1.0171 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 300/400 [=====================>........] - ETA: 57s - loss: 1.0192 - dice_coefficient: 0.5214 Epoch 3: loss did not improve from 0.57634 301/400 [=====================>........] - ETA: 56s - loss: 1.0172 - dice_coefficient: 0.5222 Epoch 3: loss did not improve from 0.57634 302/400 [=====================>........] - ETA: 56s - loss: 1.0163 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 303/400 [=====================>........] - ETA: 55s - loss: 1.0162 - dice_coefficient: 0.5228 Epoch 3: loss did not improve from 0.57634 304/400 [=====================>........] - ETA: 55s - loss: 1.0144 - dice_coefficient: 0.5233 Epoch 3: loss did not improve from 0.57634 305/400 [=====================>........] - ETA: 54s - loss: 1.0153 - dice_coefficient: 0.5227 Epoch 3: loss did not improve from 0.57634 306/400 [=====================>........] - ETA: 54s - loss: 1.0150 - dice_coefficient: 0.5227 Epoch 3: loss did not improve from 0.57634 307/400 [======================>.......] - ETA: 53s - loss: 1.0137 - dice_coefficient: 0.5229 Epoch 3: loss did not improve from 0.57634 308/400 [======================>.......] - ETA: 52s - loss: 1.0118 - dice_coefficient: 0.5238 Epoch 3: loss did not improve from 0.57634 309/400 [======================>.......] - ETA: 52s - loss: 1.0105 - dice_coefficient: 0.5243 Epoch 3: loss did not improve from 0.57634 310/400 [======================>.......] - ETA: 51s - loss: 1.0097 - dice_coefficient: 0.5243 Epoch 3: loss did not improve from 0.57634 311/400 [======================>.......] - ETA: 51s - loss: 1.0089 - dice_coefficient: 0.5246 Epoch 3: loss did not improve from 0.57634 312/400 [======================>.......] - ETA: 50s - loss: 1.0077 - dice_coefficient: 0.5251 Epoch 3: loss did not improve from 0.57634 313/400 [======================>.......] - ETA: 50s - loss: 1.0087 - dice_coefficient: 0.5246 Epoch 3: loss did not improve from 0.57634 314/400 [======================>.......] - ETA: 49s - loss: 1.0087 - dice_coefficient: 0.5243 Epoch 3: loss did not improve from 0.57634 315/400 [======================>.......] - ETA: 48s - loss: 1.0067 - dice_coefficient: 0.5251 Epoch 3: loss did not improve from 0.57634 316/400 [======================>.......] - ETA: 48s - loss: 1.0051 - dice_coefficient: 0.5258 Epoch 3: loss did not improve from 0.57634 317/400 [======================>.......] - ETA: 47s - loss: 1.0038 - dice_coefficient: 0.5265 Epoch 3: loss did not improve from 0.57634 318/400 [======================>.......] - ETA: 47s - loss: 1.0020 - dice_coefficient: 0.5273 Epoch 3: loss did not improve from 0.57634 319/400 [======================>.......] - ETA: 46s - loss: 1.0047 - dice_coefficient: 0.5263 Epoch 3: loss did not improve from 0.57634 320/400 [=======================>......] - ETA: 46s - loss: 1.0043 - dice_coefficient: 0.5261 Epoch 3: loss did not improve from 0.57634 321/400 [=======================>......] - ETA: 45s - loss: 1.0082 - dice_coefficient: 0.5249 Epoch 3: loss did not improve from 0.57634 322/400 [=======================>......] - ETA: 44s - loss: 1.0118 - dice_coefficient: 0.5237 Epoch 3: loss did not improve from 0.57634 323/400 [=======================>......] - ETA: 44s - loss: 1.0118 - dice_coefficient: 0.5236 Epoch 3: loss did not improve from 0.57634 324/400 [=======================>......] - ETA: 43s - loss: 1.0173 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 325/400 [=======================>......] - ETA: 43s - loss: 1.0163 - dice_coefficient: 0.5225 Epoch 3: loss did not improve from 0.57634 326/400 [=======================>......] - ETA: 42s - loss: 1.0215 - dice_coefficient: 0.5212 Epoch 3: loss did not improve from 0.57634 327/400 [=======================>......] - ETA: 42s - loss: 1.0220 - dice_coefficient: 0.5208 Epoch 3: loss did not improve from 0.57634 328/400 [=======================>......] - ETA: 41s - loss: 1.0212 - dice_coefficient: 0.5208 Epoch 3: loss did not improve from 0.57634 329/400 [=======================>......] - ETA: 40s - loss: 1.0200 - dice_coefficient: 0.5212 Epoch 3: loss did not improve from 0.57634 330/400 [=======================>......] - ETA: 40s - loss: 1.0199 - dice_coefficient: 0.5210 Epoch 3: loss did not improve from 0.57634 331/400 [=======================>......] - ETA: 39s - loss: 1.0184 - dice_coefficient: 0.5215 Epoch 3: loss did not improve from 0.57634 332/400 [=======================>......] - ETA: 39s - loss: 1.0166 - dice_coefficient: 0.5222 Epoch 3: loss did not improve from 0.57634 333/400 [=======================>......] - ETA: 38s - loss: 1.0158 - dice_coefficient: 0.5223 Epoch 3: loss did not improve from 0.57634 334/400 [========================>.....] - ETA: 37s - loss: 1.0164 - dice_coefficient: 0.5218 Epoch 3: loss did not improve from 0.57634 335/400 [========================>.....] - ETA: 37s - loss: 1.0154 - dice_coefficient: 0.5221 Epoch 3: loss did not improve from 0.57634 336/400 [========================>.....] - ETA: 36s - loss: 1.0145 - dice_coefficient: 0.5222 Epoch 3: loss did not improve from 0.57634 337/400 [========================>.....] - ETA: 36s - loss: 1.0130 - dice_coefficient: 0.5226 Epoch 3: loss did not improve from 0.57634 338/400 [========================>.....] - ETA: 35s - loss: 1.0121 - dice_coefficient: 0.5228 Epoch 3: loss did not improve from 0.57634 339/400 [========================>.....] - ETA: 35s - loss: 1.0111 - dice_coefficient: 0.5230 Epoch 3: loss did not improve from 0.57634 340/400 [========================>.....] - ETA: 34s - loss: 1.0094 - dice_coefficient: 0.5238 Epoch 3: loss did not improve from 0.57634 341/400 [========================>.....] - ETA: 33s - loss: 1.0075 - dice_coefficient: 0.5246 Epoch 3: loss did not improve from 0.57634 342/400 [========================>.....] - ETA: 33s - loss: 1.0103 - dice_coefficient: 0.5236 Epoch 3: loss did not improve from 0.57634 343/400 [========================>.....] - ETA: 32s - loss: 1.0090 - dice_coefficient: 0.5241 Epoch 3: loss did not improve from 0.57634 344/400 [========================>.....] - ETA: 32s - loss: 1.0079 - dice_coefficient: 0.5243 Epoch 3: loss did not improve from 0.57634 345/400 [========================>.....] - ETA: 31s - loss: 1.0068 - dice_coefficient: 0.5251 Epoch 3: loss did not improve from 0.57634 346/400 [========================>.....] - ETA: 31s - loss: 1.0054 - dice_coefficient: 0.5256 Epoch 3: loss did not improve from 0.57634 347/400 [=========================>....] - ETA: 30s - loss: 1.0038 - dice_coefficient: 0.5263 Epoch 3: loss did not improve from 0.57634 348/400 [=========================>....] - ETA: 29s - loss: 1.0026 - dice_coefficient: 0.5268 Epoch 3: loss did not improve from 0.57634 349/400 [=========================>....] - ETA: 29s - loss: 1.0047 - dice_coefficient: 0.5259 Epoch 3: loss did not improve from 0.57634 350/400 [=========================>....] - ETA: 28s - loss: 1.0039 - dice_coefficient: 0.5261 Epoch 3: loss did not improve from 0.57634 351/400 [=========================>....] - ETA: 28s - loss: 1.0026 - dice_coefficient: 0.5266 Epoch 3: loss did not improve from 0.57634 352/400 [=========================>....] - ETA: 27s - loss: 1.0008 - dice_coefficient: 0.5275 Epoch 3: loss did not improve from 0.57634 353/400 [=========================>....] - ETA: 27s - loss: 1.0036 - dice_coefficient: 0.5266 Epoch 3: loss did not improve from 0.57634 354/400 [=========================>....] - ETA: 26s - loss: 1.0029 - dice_coefficient: 0.5267 Epoch 3: loss did not improve from 0.57634 355/400 [=========================>....] - ETA: 25s - loss: 1.0038 - dice_coefficient: 0.5261 Epoch 3: loss did not improve from 0.57634 356/400 [=========================>....] - ETA: 25s - loss: 1.0049 - dice_coefficient: 0.5255 Epoch 3: loss did not improve from 0.57634 357/400 [=========================>....] - ETA: 24s - loss: 1.0031 - dice_coefficient: 0.5262 Epoch 3: loss did not improve from 0.57634 358/400 [=========================>....] - ETA: 24s - loss: 1.0020 - dice_coefficient: 0.5266 Epoch 3: loss did not improve from 0.57634 359/400 [=========================>....] - ETA: 23s - loss: 1.0055 - dice_coefficient: 0.5255 Epoch 3: loss did not improve from 0.57634 360/400 [==========================>...] - ETA: 23s - loss: 1.0046 - dice_coefficient: 0.5260 Epoch 3: loss did not improve from 0.57634 361/400 [==========================>...] - ETA: 22s - loss: 1.0039 - dice_coefficient: 0.5260 Epoch 3: loss did not improve from 0.57634 362/400 [==========================>...] - ETA: 21s - loss: 1.0029 - dice_coefficient: 0.5263 Epoch 3: loss did not improve from 0.57634 363/400 [==========================>...] - ETA: 21s - loss: 1.0025 - dice_coefficient: 0.5264 Epoch 3: loss did not improve from 0.57634 364/400 [==========================>...] - ETA: 20s - loss: 1.0028 - dice_coefficient: 0.5259 Epoch 3: loss did not improve from 0.57634 365/400 [==========================>...] - ETA: 20s - loss: 1.0024 - dice_coefficient: 0.5259 Epoch 3: loss did not improve from 0.57634 366/400 [==========================>...] - ETA: 19s - loss: 1.0008 - dice_coefficient: 0.5266 Epoch 3: loss did not improve from 0.57634 367/400 [==========================>...] - ETA: 18s - loss: 0.9995 - dice_coefficient: 0.5272 Epoch 3: loss did not improve from 0.57634 368/400 [==========================>...] - ETA: 18s - loss: 1.0000 - dice_coefficient: 0.5268 Epoch 3: loss did not improve from 0.57634 369/400 [==========================>...] - ETA: 17s - loss: 0.9995 - dice_coefficient: 0.5269 Epoch 3: loss did not improve from 0.57634 370/400 [==========================>...] - ETA: 17s - loss: 0.9988 - dice_coefficient: 0.5272 Epoch 3: loss did not improve from 0.57634 371/400 [==========================>...] - ETA: 16s - loss: 0.9991 - dice_coefficient: 0.5269 Epoch 3: loss did not improve from 0.57634 372/400 [==========================>...] - ETA: 16s - loss: 0.9992 - dice_coefficient: 0.5267 Epoch 3: loss did not improve from 0.57634 373/400 [==========================>...] - ETA: 15s - loss: 0.9980 - dice_coefficient: 0.5274 Epoch 3: loss did not improve from 0.57634 374/400 [===========================>..] - ETA: 14s - loss: 0.9982 - dice_coefficient: 0.5271 Epoch 3: loss did not improve from 0.57634 375/400 [===========================>..] - ETA: 14s - loss: 0.9974 - dice_coefficient: 0.5274 Epoch 3: loss did not improve from 0.57634 376/400 [===========================>..] - ETA: 13s - loss: 0.9966 - dice_coefficient: 0.5277 Epoch 3: loss did not improve from 0.57634 377/400 [===========================>..] - ETA: 13s - loss: 0.9958 - dice_coefficient: 0.5278 Epoch 3: loss did not improve from 0.57634 378/400 [===========================>..] - ETA: 12s - loss: 0.9960 - dice_coefficient: 0.5277 Epoch 3: loss did not improve from 0.57634 379/400 [===========================>..] - ETA: 12s - loss: 0.9960 - dice_coefficient: 0.5275 Epoch 3: loss did not improve from 0.57634 380/400 [===========================>..] - ETA: 11s - loss: 0.9959 - dice_coefficient: 0.5276 Epoch 3: loss did not improve from 0.57634 381/400 [===========================>..] - ETA: 10s - loss: 0.9958 - dice_coefficient: 0.5274 Epoch 3: loss did not improve from 0.57634 382/400 [===========================>..] - ETA: 10s - loss: 0.9950 - dice_coefficient: 0.5276 Epoch 3: loss did not improve from 0.57634 383/400 [===========================>..] - ETA: 9s - loss: 0.9939 - dice_coefficient: 0.5280 Epoch 3: loss did not improve from 0.57634 384/400 [===========================>..] - ETA: 9s - loss: 0.9930 - dice_coefficient: 0.5283 Epoch 3: loss did not improve from 0.57634 385/400 [===========================>..] - ETA: 8s - loss: 0.9924 - dice_coefficient: 0.5283 Epoch 3: loss did not improve from 0.57634 386/400 [===========================>..] - ETA: 8s - loss: 0.9926 - dice_coefficient: 0.5279 Epoch 3: loss did not improve from 0.57634 387/400 [============================>.] - ETA: 7s - loss: 0.9930 - dice_coefficient: 0.5276 Epoch 3: loss did not improve from 0.57634 388/400 [============================>.] - ETA: 6s - loss: 0.9959 - dice_coefficient: 0.5267 Epoch 3: loss did not improve from 0.57634 389/400 [============================>.] - ETA: 6s - loss: 0.9964 - dice_coefficient: 0.5262 Epoch 3: loss did not improve from 0.57634 390/400 [============================>.] - ETA: 5s - loss: 0.9961 - dice_coefficient: 0.5262 Epoch 3: loss did not improve from 0.57634 391/400 [============================>.] - ETA: 5s - loss: 0.9950 - dice_coefficient: 0.5265 Epoch 3: loss did not improve from 0.57634 392/400 [============================>.] - ETA: 4s - loss: 0.9944 - dice_coefficient: 0.5266 Epoch 3: loss did not improve from 0.57634 393/400 [============================>.] - ETA: 4s - loss: 0.9935 - dice_coefficient: 0.5269 Epoch 3: loss did not improve from 0.57634 394/400 [============================>.] - ETA: 3s - loss: 0.9947 - dice_coefficient: 0.5263 Epoch 3: loss did not improve from 0.57634 395/400 [============================>.] - ETA: 2s - loss: 0.9941 - dice_coefficient: 0.5262 Epoch 3: loss did not improve from 0.57634 396/400 [============================>.] - ETA: 2s - loss: 0.9936 - dice_coefficient: 0.5264 Epoch 3: loss did not improve from 0.57634 397/400 [============================>.] - ETA: 1s - loss: 0.9927 - dice_coefficient: 0.5266 Epoch 3: loss did not improve from 0.57634 398/400 [============================>.] - ETA: 1s - loss: 0.9941 - dice_coefficient: 0.5260 Epoch 3: loss did not improve from 0.57634 399/400 [============================>.] - ETA: 0s - loss: 0.9936 - dice_coefficient: 0.5261 Epoch 3: loss did not improve from 0.57634 400/400 [==============================] - 231s 578ms/step - loss: 0.9925 - dice_coefficient: 0.5266 - val_loss: 1.1226 - val_dice_coefficient: 0.4791 - lr: 1.0000e-04 Epoch 4/30 Epoch 4: loss did not improve from 0.57634 1/400 [..............................] - ETA: 3:46 - loss: 1.0575 - dice_coefficient: 0.4271 Epoch 4: loss did not improve from 0.57634 2/400 [..............................] - ETA: 3:48 - loss: 0.8929 - dice_coefficient: 0.5061 Epoch 4: loss did not improve from 0.57634 3/400 [..............................] - ETA: 3:46 - loss: 0.8181 - dice_coefficient: 0.5374 Epoch 4: loss did not improve from 0.57634 4/400 [..............................] - ETA: 3:46 - loss: 1.0695 - dice_coefficient: 0.4555 Epoch 4: loss did not improve from 0.57634 5/400 [..............................] - ETA: 3:46 - loss: 1.0637 - dice_coefficient: 0.4486 Epoch 4: loss did not improve from 0.57634 6/400 [..............................] - ETA: 3:45 - loss: 1.0245 - dice_coefficient: 0.4596 Epoch 4: loss did not improve from 0.57634 7/400 [..............................] - ETA: 3:45 - loss: 0.9730 - dice_coefficient: 0.4766 Epoch 4: loss did not improve from 0.57634 8/400 [..............................] - ETA: 3:44 - loss: 0.9336 - dice_coefficient: 0.4933 Epoch 4: loss did not improve from 0.57634 9/400 [..............................] - ETA: 3:44 - loss: 0.8846 - dice_coefficient: 0.5128 Epoch 4: loss did not improve from 0.57634 10/400 [..............................] - ETA: 3:43 - loss: 0.8602 - dice_coefficient: 0.5209 Epoch 4: loss did not improve from 0.57634 11/400 [..............................] - ETA: 3:45 - loss: 0.8454 - dice_coefficient: 0.5359 Epoch 4: loss did not improve from 0.57634 12/400 [..............................] - ETA: 3:45 - loss: 0.8121 - dice_coefficient: 0.5505 Epoch 4: loss did not improve from 0.57634 13/400 [..............................] - ETA: 3:44 - loss: 0.7915 - dice_coefficient: 0.5601 Epoch 4: loss did not improve from 0.57634 14/400 [>.............................] - ETA: 3:43 - loss: 0.8423 - dice_coefficient: 0.5405 Epoch 4: loss did not improve from 0.57634 15/400 [>.............................] - ETA: 3:42 - loss: 0.8291 - dice_coefficient: 0.5454 Epoch 4: loss did not improve from 0.57634 16/400 [>.............................] - ETA: 3:42 - loss: 0.8769 - dice_coefficient: 0.5284 Epoch 4: loss did not improve from 0.57634 17/400 [>.............................] - ETA: 3:41 - loss: 0.9127 - dice_coefficient: 0.5135 Epoch 4: loss did not improve from 0.57634 18/400 [>.............................] - ETA: 3:40 - loss: 0.9793 - dice_coefficient: 0.4933 Epoch 4: loss did not improve from 0.57634 19/400 [>.............................] - ETA: 3:39 - loss: 0.9563 - dice_coefficient: 0.5032 Epoch 4: loss did not improve from 0.57634 20/400 [>.............................] - ETA: 3:39 - loss: 0.9958 - dice_coefficient: 0.4887 Epoch 4: loss did not improve from 0.57634 21/400 [>.............................] - ETA: 3:38 - loss: 0.9678 - dice_coefficient: 0.4996 Epoch 4: loss did not improve from 0.57634 22/400 [>.............................] - ETA: 3:38 - loss: 0.9687 - dice_coefficient: 0.4966 Epoch 4: loss did not improve from 0.57634 23/400 [>.............................] - ETA: 3:37 - loss: 0.9426 - dice_coefficient: 0.5093 Epoch 4: loss did not improve from 0.57634 24/400 [>.............................] - ETA: 3:36 - loss: 0.9250 - dice_coefficient: 0.5156 Epoch 4: loss did not improve from 0.57634 25/400 [>.............................] - ETA: 3:36 - loss: 0.9113 - dice_coefficient: 0.5205 Epoch 4: loss did not improve from 0.57634 26/400 [>.............................] - ETA: 3:35 - loss: 0.8964 - dice_coefficient: 0.5274 Epoch 4: loss did not improve from 0.57634 27/400 [=>............................] - ETA: 3:35 - loss: 0.8794 - dice_coefficient: 0.5346 Epoch 4: loss did not improve from 0.57634 28/400 [=>............................] - ETA: 3:34 - loss: 0.8645 - dice_coefficient: 0.5416 Epoch 4: loss did not improve from 0.57634 29/400 [=>............................] - ETA: 3:33 - loss: 0.8525 - dice_coefficient: 0.5458 Epoch 4: loss did not improve from 0.57634 30/400 [=>............................] - ETA: 3:33 - loss: 0.8377 - dice_coefficient: 0.5517 Epoch 4: loss did not improve from 0.57634 31/400 [=>............................] - ETA: 3:32 - loss: 0.8252 - dice_coefficient: 0.5571 Epoch 4: loss did not improve from 0.57634 32/400 [=>............................] - ETA: 3:31 - loss: 0.8148 - dice_coefficient: 0.5607 Epoch 4: loss did not improve from 0.57634 33/400 [=>............................] - ETA: 3:31 - loss: 0.8086 - dice_coefficient: 0.5636 Epoch 4: loss did not improve from 0.57634 34/400 [=>............................] - ETA: 3:30 - loss: 0.7967 - dice_coefficient: 0.5699 Epoch 4: loss did not improve from 0.57634 35/400 [=>............................] - ETA: 3:30 - loss: 0.8316 - dice_coefficient: 0.5586 Epoch 4: loss did not improve from 0.57634 36/400 [=>............................] - ETA: 3:29 - loss: 0.8231 - dice_coefficient: 0.5627 Epoch 4: loss did not improve from 0.57634 37/400 [=>............................] - ETA: 3:28 - loss: 0.8245 - dice_coefficient: 0.5613 Epoch 4: loss did not improve from 0.57634 38/400 [=>............................] - ETA: 3:28 - loss: 0.8177 - dice_coefficient: 0.5639 Epoch 4: loss did not improve from 0.57634 39/400 [=>............................] - ETA: 3:27 - loss: 0.8562 - dice_coefficient: 0.5528 Epoch 4: loss did not improve from 0.57634 40/400 [==>...........................] - ETA: 3:27 - loss: 0.8454 - dice_coefficient: 0.5588 Epoch 4: loss did not improve from 0.57634 41/400 [==>...........................] - ETA: 3:26 - loss: 0.8363 - dice_coefficient: 0.5636 Epoch 4: loss did not improve from 0.57634 42/400 [==>...........................] - ETA: 3:25 - loss: 0.8476 - dice_coefficient: 0.5575 Epoch 4: loss did not improve from 0.57634 43/400 [==>...........................] - ETA: 3:25 - loss: 0.8875 - dice_coefficient: 0.5473 Epoch 4: loss did not improve from 0.57634 44/400 [==>...........................] - ETA: 3:24 - loss: 0.8875 - dice_coefficient: 0.5466 Epoch 4: loss did not improve from 0.57634 45/400 [==>...........................] - ETA: 3:24 - loss: 0.8815 - dice_coefficient: 0.5487 Epoch 4: loss did not improve from 0.57634 46/400 [==>...........................] - ETA: 3:23 - loss: 0.8706 - dice_coefficient: 0.5537 Epoch 4: loss did not improve from 0.57634 47/400 [==>...........................] - ETA: 3:23 - loss: 0.8836 - dice_coefficient: 0.5482 Epoch 4: loss did not improve from 0.57634 48/400 [==>...........................] - ETA: 3:22 - loss: 0.8739 - dice_coefficient: 0.5520 Epoch 4: loss did not improve from 0.57634 49/400 [==>...........................] - ETA: 3:21 - loss: 0.8670 - dice_coefficient: 0.5549 Epoch 4: loss did not improve from 0.57634 50/400 [==>...........................] - ETA: 3:21 - loss: 0.8577 - dice_coefficient: 0.5589 Epoch 4: loss did not improve from 0.57634 51/400 [==>...........................] - ETA: 3:21 - loss: 0.8520 - dice_coefficient: 0.5608 Epoch 4: loss did not improve from 0.57634 52/400 [==>...........................] - ETA: 3:20 - loss: 0.8647 - dice_coefficient: 0.5548 Epoch 4: loss did not improve from 0.57634 53/400 [==>...........................] - ETA: 3:20 - loss: 0.8729 - dice_coefficient: 0.5502 Epoch 4: loss did not improve from 0.57634 54/400 [===>..........................] - ETA: 3:19 - loss: 0.8661 - dice_coefficient: 0.5529 Epoch 4: loss did not improve from 0.57634 55/400 [===>..........................] - ETA: 3:18 - loss: 0.8592 - dice_coefficient: 0.5556 Epoch 4: loss did not improve from 0.57634 56/400 [===>..........................] - ETA: 3:18 - loss: 0.8639 - dice_coefficient: 0.5535 Epoch 4: loss did not improve from 0.57634 57/400 [===>..........................] - ETA: 3:17 - loss: 0.8595 - dice_coefficient: 0.5542 Epoch 4: loss did not improve from 0.57634 58/400 [===>..........................] - ETA: 3:16 - loss: 0.8564 - dice_coefficient: 0.5555 Epoch 4: loss did not improve from 0.57634 59/400 [===>..........................] - ETA: 3:16 - loss: 0.8494 - dice_coefficient: 0.5585 Epoch 4: loss did not improve from 0.57634 60/400 [===>..........................] - ETA: 3:15 - loss: 0.8609 - dice_coefficient: 0.5534 Epoch 4: loss did not improve from 0.57634 61/400 [===>..........................] - ETA: 3:14 - loss: 0.8565 - dice_coefficient: 0.5567 Epoch 4: loss did not improve from 0.57634 62/400 [===>..........................] - ETA: 3:14 - loss: 0.8497 - dice_coefficient: 0.5608 Epoch 4: loss did not improve from 0.57634 63/400 [===>..........................] - ETA: 3:13 - loss: 0.8635 - dice_coefficient: 0.5552 Epoch 4: loss did not improve from 0.57634 64/400 [===>..........................] - ETA: 3:13 - loss: 0.8564 - dice_coefficient: 0.5581 Epoch 4: loss did not improve from 0.57634 65/400 [===>..........................] - ETA: 3:12 - loss: 0.8476 - dice_coefficient: 0.5622 Epoch 4: loss did not improve from 0.57634 66/400 [===>..........................] - ETA: 3:11 - loss: 0.8430 - dice_coefficient: 0.5637 Epoch 4: loss did not improve from 0.57634 67/400 [====>.........................] - ETA: 3:11 - loss: 0.8363 - dice_coefficient: 0.5669 Epoch 4: loss did not improve from 0.57634 68/400 [====>.........................] - ETA: 3:10 - loss: 0.8383 - dice_coefficient: 0.5652 Epoch 4: loss did not improve from 0.57634 69/400 [====>.........................] - ETA: 3:10 - loss: 0.8321 - dice_coefficient: 0.5678 Epoch 4: loss did not improve from 0.57634 70/400 [====>.........................] - ETA: 3:09 - loss: 0.8378 - dice_coefficient: 0.5645 Epoch 4: loss did not improve from 0.57634 71/400 [====>.........................] - ETA: 3:08 - loss: 0.8328 - dice_coefficient: 0.5670 Epoch 4: loss did not improve from 0.57634 72/400 [====>.........................] - ETA: 3:08 - loss: 0.8319 - dice_coefficient: 0.5668 Epoch 4: loss did not improve from 0.57634 73/400 [====>.........................] - ETA: 3:07 - loss: 0.8364 - dice_coefficient: 0.5641 Epoch 4: loss did not improve from 0.57634 74/400 [====>.........................] - ETA: 3:07 - loss: 0.8383 - dice_coefficient: 0.5622 Epoch 4: loss did not improve from 0.57634 75/400 [====>.........................] - ETA: 3:06 - loss: 0.8393 - dice_coefficient: 0.5615 Epoch 4: loss did not improve from 0.57634 76/400 [====>.........................] - ETA: 3:05 - loss: 0.8368 - dice_coefficient: 0.5616 Epoch 4: loss did not improve from 0.57634 77/400 [====>.........................] - ETA: 3:05 - loss: 0.8333 - dice_coefficient: 0.5641 Epoch 4: loss did not improve from 0.57634 78/400 [====>.........................] - ETA: 3:04 - loss: 0.8290 - dice_coefficient: 0.5657 Epoch 4: loss did not improve from 0.57634 79/400 [====>.........................] - ETA: 3:03 - loss: 0.8279 - dice_coefficient: 0.5659 Epoch 4: loss did not improve from 0.57634 80/400 [=====>........................] - ETA: 3:03 - loss: 0.8302 - dice_coefficient: 0.5644 Epoch 4: loss did not improve from 0.57634 81/400 [=====>........................] - ETA: 3:02 - loss: 0.8261 - dice_coefficient: 0.5667 Epoch 4: loss did not improve from 0.57634 82/400 [=====>........................] - ETA: 3:02 - loss: 0.8237 - dice_coefficient: 0.5677 Epoch 4: loss did not improve from 0.57634 83/400 [=====>........................] - ETA: 3:01 - loss: 0.8188 - dice_coefficient: 0.5702 Epoch 4: loss did not improve from 0.57634 84/400 [=====>........................] - ETA: 3:00 - loss: 0.8200 - dice_coefficient: 0.5689 Epoch 4: loss did not improve from 0.57634 85/400 [=====>........................] - ETA: 3:00 - loss: 0.8141 - dice_coefficient: 0.5726 Epoch 4: loss did not improve from 0.57634 86/400 [=====>........................] - ETA: 2:59 - loss: 0.8102 - dice_coefficient: 0.5744 Epoch 4: loss did not improve from 0.57634 87/400 [=====>........................] - ETA: 2:59 - loss: 0.8092 - dice_coefficient: 0.5770 Epoch 4: loss did not improve from 0.57634 88/400 [=====>........................] - ETA: 2:58 - loss: 0.8099 - dice_coefficient: 0.5758 Epoch 4: loss did not improve from 0.57634 89/400 [=====>........................] - ETA: 2:57 - loss: 0.8123 - dice_coefficient: 0.5737 Epoch 4: loss did not improve from 0.57634 90/400 [=====>........................] - ETA: 2:57 - loss: 0.8114 - dice_coefficient: 0.5735 Epoch 4: loss did not improve from 0.57634 91/400 [=====>........................] - ETA: 2:56 - loss: 0.8062 - dice_coefficient: 0.5766 Epoch 4: loss did not improve from 0.57634 92/400 [=====>........................] - ETA: 2:56 - loss: 0.8036 - dice_coefficient: 0.5773 Epoch 4: loss did not improve from 0.57634 93/400 [=====>........................] - ETA: 2:55 - loss: 0.8011 - dice_coefficient: 0.5777 Epoch 4: loss did not improve from 0.57634 94/400 [======>.......................] - ETA: 2:54 - loss: 0.7973 - dice_coefficient: 0.5793 Epoch 4: loss did not improve from 0.57634 95/400 [======>.......................] - ETA: 2:54 - loss: 0.7941 - dice_coefficient: 0.5810 Epoch 4: loss did not improve from 0.57634 96/400 [======>.......................] - ETA: 2:53 - loss: 0.7962 - dice_coefficient: 0.5794 Epoch 4: loss did not improve from 0.57634 97/400 [======>.......................] - ETA: 2:53 - loss: 0.7947 - dice_coefficient: 0.5793 Epoch 4: loss did not improve from 0.57634 98/400 [======>.......................] - ETA: 2:52 - loss: 0.7907 - dice_coefficient: 0.5815 Epoch 4: loss did not improve from 0.57634 99/400 [======>.......................] - ETA: 2:51 - loss: 0.7959 - dice_coefficient: 0.5787 Epoch 4: loss did not improve from 0.57634 100/400 [======>.......................] - ETA: 2:51 - loss: 0.8006 - dice_coefficient: 0.5762 Epoch 4: loss did not improve from 0.57634 101/400 [======>.......................] - ETA: 2:50 - loss: 0.7956 - dice_coefficient: 0.5790 Epoch 4: loss did not improve from 0.57634 102/400 [======>.......................] - ETA: 2:50 - loss: 0.7952 - dice_coefficient: 0.5784 Epoch 4: loss did not improve from 0.57634 103/400 [======>.......................] - ETA: 2:49 - loss: 0.8002 - dice_coefficient: 0.5758 Epoch 4: loss did not improve from 0.57634 104/400 [======>.......................] - ETA: 2:49 - loss: 0.7998 - dice_coefficient: 0.5754 Epoch 4: loss did not improve from 0.57634 105/400 [======>.......................] - ETA: 2:48 - loss: 0.7963 - dice_coefficient: 0.5767 Epoch 4: loss did not improve from 0.57634 106/400 [======>.......................] - ETA: 2:47 - loss: 0.7914 - dice_coefficient: 0.5794 Epoch 4: loss did not improve from 0.57634 107/400 [=======>......................] - ETA: 2:47 - loss: 0.7912 - dice_coefficient: 0.5788 Epoch 4: loss did not improve from 0.57634 108/400 [=======>......................] - ETA: 2:46 - loss: 0.7905 - dice_coefficient: 0.5788 Epoch 4: loss did not improve from 0.57634 109/400 [=======>......................] - ETA: 2:46 - loss: 0.7881 - dice_coefficient: 0.5802 Epoch 4: loss did not improve from 0.57634 110/400 [=======>......................] - ETA: 2:45 - loss: 0.7967 - dice_coefficient: 0.5769 Epoch 4: loss did not improve from 0.57634 111/400 [=======>......................] - ETA: 2:44 - loss: 0.7960 - dice_coefficient: 0.5768 Epoch 4: loss did not improve from 0.57634 112/400 [=======>......................] - ETA: 2:44 - loss: 0.8061 - dice_coefficient: 0.5733 Epoch 4: loss did not improve from 0.57634 113/400 [=======>......................] - ETA: 2:43 - loss: 0.8026 - dice_coefficient: 0.5751 Epoch 4: loss did not improve from 0.57634 114/400 [=======>......................] - ETA: 2:43 - loss: 0.8067 - dice_coefficient: 0.5730 Epoch 4: loss did not improve from 0.57634 115/400 [=======>......................] - ETA: 2:42 - loss: 0.8019 - dice_coefficient: 0.5754 Epoch 4: loss did not improve from 0.57634 116/400 [=======>......................] - ETA: 2:41 - loss: 0.8051 - dice_coefficient: 0.5735 Epoch 4: loss did not improve from 0.57634 117/400 [=======>......................] - ETA: 2:41 - loss: 0.8126 - dice_coefficient: 0.5705 Epoch 4: loss did not improve from 0.57634 118/400 [=======>......................] - ETA: 2:40 - loss: 0.8147 - dice_coefficient: 0.5690 Epoch 4: loss did not improve from 0.57634 119/400 [=======>......................] - ETA: 2:40 - loss: 0.8103 - dice_coefficient: 0.5712 Epoch 4: loss did not improve from 0.57634 120/400 [========>.....................] - ETA: 2:39 - loss: 0.8087 - dice_coefficient: 0.5720 Epoch 4: loss did not improve from 0.57634 121/400 [========>.....................] - ETA: 2:39 - loss: 0.8175 - dice_coefficient: 0.5689 Epoch 4: loss did not improve from 0.57634 122/400 [========>.....................] - ETA: 2:38 - loss: 0.8190 - dice_coefficient: 0.5678 Epoch 4: loss did not improve from 0.57634 123/400 [========>.....................] - ETA: 2:37 - loss: 0.8172 - dice_coefficient: 0.5684 Epoch 4: loss did not improve from 0.57634 124/400 [========>.....................] - ETA: 2:37 - loss: 0.8169 - dice_coefficient: 0.5682 Epoch 4: loss did not improve from 0.57634 125/400 [========>.....................] - ETA: 2:36 - loss: 0.8154 - dice_coefficient: 0.5687 Epoch 4: loss did not improve from 0.57634 126/400 [========>.....................] - ETA: 2:36 - loss: 0.8133 - dice_coefficient: 0.5695 Epoch 4: loss did not improve from 0.57634 127/400 [========>.....................] - ETA: 2:35 - loss: 0.8117 - dice_coefficient: 0.5699 Epoch 4: loss did not improve from 0.57634 128/400 [========>.....................] - ETA: 2:35 - loss: 0.8096 - dice_coefficient: 0.5703 Epoch 4: loss did not improve from 0.57634 129/400 [========>.....................] - ETA: 2:34 - loss: 0.8094 - dice_coefficient: 0.5699 Epoch 4: loss did not improve from 0.57634 130/400 [========>.....................] - ETA: 2:33 - loss: 0.8068 - dice_coefficient: 0.5711 Epoch 4: loss did not improve from 0.57634 131/400 [========>.....................] - ETA: 2:33 - loss: 0.8066 - dice_coefficient: 0.5705 Epoch 4: loss did not improve from 0.57634 132/400 [========>.....................] - ETA: 2:32 - loss: 0.8036 - dice_coefficient: 0.5718 Epoch 4: loss did not improve from 0.57634 133/400 [========>.....................] - ETA: 2:32 - loss: 0.7997 - dice_coefficient: 0.5738 Epoch 4: loss did not improve from 0.57634 134/400 [=========>....................] - ETA: 2:31 - loss: 0.7980 - dice_coefficient: 0.5746 Epoch 4: loss did not improve from 0.57634 135/400 [=========>....................] - ETA: 2:30 - loss: 0.7968 - dice_coefficient: 0.5747 Epoch 4: loss did not improve from 0.57634 136/400 [=========>....................] - ETA: 2:30 - loss: 0.7958 - dice_coefficient: 0.5750 Epoch 4: loss did not improve from 0.57634 137/400 [=========>....................] - ETA: 2:29 - loss: 0.7978 - dice_coefficient: 0.5739 Epoch 4: loss did not improve from 0.57634 138/400 [=========>....................] - ETA: 2:29 - loss: 0.8074 - dice_coefficient: 0.5709 Epoch 4: loss did not improve from 0.57634 139/400 [=========>....................] - ETA: 2:28 - loss: 0.8180 - dice_coefficient: 0.5677 Epoch 4: loss did not improve from 0.57634 140/400 [=========>....................] - ETA: 2:28 - loss: 0.8148 - dice_coefficient: 0.5691 Epoch 4: loss did not improve from 0.57634 141/400 [=========>....................] - ETA: 2:27 - loss: 0.8115 - dice_coefficient: 0.5710 Epoch 4: loss did not improve from 0.57634 142/400 [=========>....................] - ETA: 2:26 - loss: 0.8198 - dice_coefficient: 0.5682 Epoch 4: loss did not improve from 0.57634 143/400 [=========>....................] - ETA: 2:26 - loss: 0.8175 - dice_coefficient: 0.5688 Epoch 4: loss did not improve from 0.57634 144/400 [=========>....................] - ETA: 2:25 - loss: 0.8154 - dice_coefficient: 0.5696 Epoch 4: loss did not improve from 0.57634 145/400 [=========>....................] - ETA: 2:25 - loss: 0.8136 - dice_coefficient: 0.5702 Epoch 4: loss did not improve from 0.57634 146/400 [=========>....................] - ETA: 2:24 - loss: 0.8232 - dice_coefficient: 0.5672 Epoch 4: loss did not improve from 0.57634 147/400 [==========>...................] - ETA: 2:23 - loss: 0.8271 - dice_coefficient: 0.5653 Epoch 4: loss did not improve from 0.57634 148/400 [==========>...................] - ETA: 2:23 - loss: 0.8263 - dice_coefficient: 0.5665 Epoch 4: loss did not improve from 0.57634 149/400 [==========>...................] - ETA: 2:22 - loss: 0.8224 - dice_coefficient: 0.5683 Epoch 4: loss did not improve from 0.57634 150/400 [==========>...................] - ETA: 2:22 - loss: 0.8191 - dice_coefficient: 0.5702 Epoch 4: loss did not improve from 0.57634 151/400 [==========>...................] - ETA: 2:21 - loss: 0.8172 - dice_coefficient: 0.5707 Epoch 4: loss did not improve from 0.57634 152/400 [==========>...................] - ETA: 2:21 - loss: 0.8158 - dice_coefficient: 0.5717 Epoch 4: loss did not improve from 0.57634 153/400 [==========>...................] - ETA: 2:20 - loss: 0.8138 - dice_coefficient: 0.5724 Epoch 4: loss did not improve from 0.57634 154/400 [==========>...................] - ETA: 2:20 - loss: 0.8135 - dice_coefficient: 0.5720 Epoch 4: loss did not improve from 0.57634 155/400 [==========>...................] - ETA: 2:19 - loss: 0.8118 - dice_coefficient: 0.5726 Epoch 4: loss did not improve from 0.57634 156/400 [==========>...................] - ETA: 2:18 - loss: 0.8103 - dice_coefficient: 0.5731 Epoch 4: loss did not improve from 0.57634 157/400 [==========>...................] - ETA: 2:18 - loss: 0.8157 - dice_coefficient: 0.5710 Epoch 4: loss did not improve from 0.57634 158/400 [==========>...................] - ETA: 2:17 - loss: 0.8190 - dice_coefficient: 0.5694 Epoch 4: loss did not improve from 0.57634 159/400 [==========>...................] - ETA: 2:17 - loss: 0.8219 - dice_coefficient: 0.5680 Epoch 4: loss did not improve from 0.57634 160/400 [===========>..................] - ETA: 2:16 - loss: 0.8195 - dice_coefficient: 0.5691 Epoch 4: loss did not improve from 0.57634 161/400 [===========>..................] - ETA: 2:16 - loss: 0.8176 - dice_coefficient: 0.5699 Epoch 4: loss did not improve from 0.57634 162/400 [===========>..................] - ETA: 2:15 - loss: 0.8162 - dice_coefficient: 0.5702 Epoch 4: loss did not improve from 0.57634 163/400 [===========>..................] - ETA: 2:14 - loss: 0.8197 - dice_coefficient: 0.5685 Epoch 4: loss did not improve from 0.57634 164/400 [===========>..................] - ETA: 2:14 - loss: 0.8199 - dice_coefficient: 0.5682 Epoch 4: loss did not improve from 0.57634 165/400 [===========>..................] - ETA: 2:13 - loss: 0.8257 - dice_coefficient: 0.5660 Epoch 4: loss did not improve from 0.57634 166/400 [===========>..................] - ETA: 2:13 - loss: 0.8265 - dice_coefficient: 0.5652 Epoch 4: loss did not improve from 0.57634 167/400 [===========>..................] - ETA: 2:12 - loss: 0.8243 - dice_coefficient: 0.5670 Epoch 4: loss did not improve from 0.57634 168/400 [===========>..................] - ETA: 2:12 - loss: 0.8226 - dice_coefficient: 0.5677 Epoch 4: loss did not improve from 0.57634 169/400 [===========>..................] - ETA: 2:11 - loss: 0.8229 - dice_coefficient: 0.5688 Epoch 4: loss did not improve from 0.57634 170/400 [===========>..................] - ETA: 2:10 - loss: 0.8256 - dice_coefficient: 0.5694 Epoch 4: loss did not improve from 0.57634 171/400 [===========>..................] - ETA: 2:10 - loss: 0.8257 - dice_coefficient: 0.5691 Epoch 4: loss did not improve from 0.57634 172/400 [===========>..................] - ETA: 2:09 - loss: 0.8239 - dice_coefficient: 0.5698 Epoch 4: loss did not improve from 0.57634 173/400 [===========>..................] - ETA: 2:09 - loss: 0.8241 - dice_coefficient: 0.5691 Epoch 4: loss did not improve from 0.57634 174/400 [============>.................] - ETA: 2:08 - loss: 0.8236 - dice_coefficient: 0.5689 Epoch 4: loss did not improve from 0.57634 175/400 [============>.................] - ETA: 2:08 - loss: 0.8246 - dice_coefficient: 0.5680 Epoch 4: loss did not improve from 0.57634 176/400 [============>.................] - ETA: 2:07 - loss: 0.8217 - dice_coefficient: 0.5697 Epoch 4: loss did not improve from 0.57634 177/400 [============>.................] - ETA: 2:06 - loss: 0.8212 - dice_coefficient: 0.5697 Epoch 4: loss did not improve from 0.57634 178/400 [============>.................] - ETA: 2:06 - loss: 0.8222 - dice_coefficient: 0.5694 Epoch 4: loss did not improve from 0.57634 179/400 [============>.................] - ETA: 2:05 - loss: 0.8215 - dice_coefficient: 0.5701 Epoch 4: loss did not improve from 0.57634 180/400 [============>.................] - ETA: 2:05 - loss: 0.8198 - dice_coefficient: 0.5707 Epoch 4: loss did not improve from 0.57634 181/400 [============>.................] - ETA: 2:04 - loss: 0.8201 - dice_coefficient: 0.5703 Epoch 4: loss did not improve from 0.57634 182/400 [============>.................] - ETA: 2:04 - loss: 0.8269 - dice_coefficient: 0.5680 Epoch 4: loss did not improve from 0.57634 183/400 [============>.................] - ETA: 2:03 - loss: 0.8248 - dice_coefficient: 0.5692 Epoch 4: loss did not improve from 0.57634 184/400 [============>.................] - ETA: 2:02 - loss: 0.8243 - dice_coefficient: 0.5694 Epoch 4: loss did not improve from 0.57634 185/400 [============>.................] - ETA: 2:02 - loss: 0.8258 - dice_coefficient: 0.5683 Epoch 4: loss did not improve from 0.57634 186/400 [============>.................] - ETA: 2:01 - loss: 0.8251 - dice_coefficient: 0.5695 Epoch 4: loss did not improve from 0.57634 187/400 [=============>................] - ETA: 2:01 - loss: 0.8241 - dice_coefficient: 0.5698 Epoch 4: loss did not improve from 0.57634 188/400 [=============>................] - ETA: 2:00 - loss: 0.8234 - dice_coefficient: 0.5709 Epoch 4: loss did not improve from 0.57634 189/400 [=============>................] - ETA: 2:00 - loss: 0.8251 - dice_coefficient: 0.5697 Epoch 4: loss did not improve from 0.57634 190/400 [=============>................] - ETA: 1:59 - loss: 0.8227 - dice_coefficient: 0.5708 Epoch 4: loss did not improve from 0.57634 191/400 [=============>................] - ETA: 1:58 - loss: 0.8219 - dice_coefficient: 0.5707 Epoch 4: loss did not improve from 0.57634 192/400 [=============>................] - ETA: 1:58 - loss: 0.8191 - dice_coefficient: 0.5720 Epoch 4: loss did not improve from 0.57634 193/400 [=============>................] - ETA: 1:57 - loss: 0.8192 - dice_coefficient: 0.5716 Epoch 4: loss did not improve from 0.57634 194/400 [=============>................] - ETA: 1:57 - loss: 0.8204 - dice_coefficient: 0.5715 Epoch 4: loss did not improve from 0.57634 195/400 [=============>................] - ETA: 1:56 - loss: 0.8207 - dice_coefficient: 0.5710 Epoch 4: loss did not improve from 0.57634 196/400 [=============>................] - ETA: 1:56 - loss: 0.8240 - dice_coefficient: 0.5695 Epoch 4: loss did not improve from 0.57634 197/400 [=============>................] - ETA: 1:55 - loss: 0.8258 - dice_coefficient: 0.5691 Epoch 4: loss did not improve from 0.57634 198/400 [=============>................] - ETA: 1:54 - loss: 0.8266 - dice_coefficient: 0.5686 Epoch 4: loss did not improve from 0.57634 199/400 [=============>................] - ETA: 1:54 - loss: 0.8283 - dice_coefficient: 0.5676 Epoch 4: loss did not improve from 0.57634 200/400 [==============>...............] - ETA: 1:53 - loss: 0.8295 - dice_coefficient: 0.5669 Epoch 4: loss did not improve from 0.57634 201/400 [==============>...............] - ETA: 1:53 - loss: 0.8280 - dice_coefficient: 0.5674 Epoch 4: loss did not improve from 0.57634 202/400 [==============>...............] - ETA: 1:52 - loss: 0.8270 - dice_coefficient: 0.5680 Epoch 4: loss did not improve from 0.57634 203/400 [==============>...............] - ETA: 1:52 - loss: 0.8264 - dice_coefficient: 0.5684 Epoch 4: loss did not improve from 0.57634 204/400 [==============>...............] - ETA: 1:51 - loss: 0.8246 - dice_coefficient: 0.5692 Epoch 4: loss did not improve from 0.57634 205/400 [==============>...............] - ETA: 1:51 - loss: 0.8232 - dice_coefficient: 0.5700 Epoch 4: loss did not improve from 0.57634 206/400 [==============>...............] - ETA: 1:50 - loss: 0.8219 - dice_coefficient: 0.5703 Epoch 4: loss did not improve from 0.57634 207/400 [==============>...............] - ETA: 1:49 - loss: 0.8203 - dice_coefficient: 0.5712 Epoch 4: loss did not improve from 0.57634 208/400 [==============>...............] - ETA: 1:49 - loss: 0.8309 - dice_coefficient: 0.5687 Epoch 4: loss did not improve from 0.57634 209/400 [==============>...............] - ETA: 1:48 - loss: 0.8295 - dice_coefficient: 0.5692 Epoch 4: loss did not improve from 0.57634 210/400 [==============>...............] - ETA: 1:48 - loss: 0.8293 - dice_coefficient: 0.5690 Epoch 4: loss did not improve from 0.57634 211/400 [==============>...............] - ETA: 1:47 - loss: 0.8291 - dice_coefficient: 0.5686 Epoch 4: loss did not improve from 0.57634 212/400 [==============>...............] - ETA: 1:47 - loss: 0.8280 - dice_coefficient: 0.5696 Epoch 4: loss did not improve from 0.57634 213/400 [==============>...............] - ETA: 1:46 - loss: 0.8266 - dice_coefficient: 0.5704 Epoch 4: loss did not improve from 0.57634 214/400 [===============>..............] - ETA: 1:46 - loss: 0.8263 - dice_coefficient: 0.5712 Epoch 4: loss did not improve from 0.57634 215/400 [===============>..............] - ETA: 1:45 - loss: 0.8241 - dice_coefficient: 0.5723 Epoch 4: loss did not improve from 0.57634 216/400 [===============>..............] - ETA: 1:45 - loss: 0.8228 - dice_coefficient: 0.5727 Epoch 4: loss did not improve from 0.57634 217/400 [===============>..............] - ETA: 1:44 - loss: 0.8209 - dice_coefficient: 0.5735 Epoch 4: loss did not improve from 0.57634 218/400 [===============>..............] - ETA: 1:43 - loss: 0.8194 - dice_coefficient: 0.5740 Epoch 4: loss did not improve from 0.57634 219/400 [===============>..............] - ETA: 1:43 - loss: 0.8179 - dice_coefficient: 0.5746 Epoch 4: loss did not improve from 0.57634 220/400 [===============>..............] - ETA: 1:42 - loss: 0.8163 - dice_coefficient: 0.5753 Epoch 4: loss did not improve from 0.57634 221/400 [===============>..............] - ETA: 1:42 - loss: 0.8155 - dice_coefficient: 0.5755 Epoch 4: loss did not improve from 0.57634 222/400 [===============>..............] - ETA: 1:41 - loss: 0.8145 - dice_coefficient: 0.5758 Epoch 4: loss did not improve from 0.57634 223/400 [===============>..............] - ETA: 1:41 - loss: 0.8138 - dice_coefficient: 0.5761 Epoch 4: loss did not improve from 0.57634 224/400 [===============>..............] - ETA: 1:40 - loss: 0.8147 - dice_coefficient: 0.5758 Epoch 4: loss did not improve from 0.57634 225/400 [===============>..............] - ETA: 1:39 - loss: 0.8138 - dice_coefficient: 0.5762 Epoch 4: loss did not improve from 0.57634 226/400 [===============>..............] - ETA: 1:39 - loss: 0.8119 - dice_coefficient: 0.5771 Epoch 4: loss did not improve from 0.57634 227/400 [================>.............] - ETA: 1:38 - loss: 0.8109 - dice_coefficient: 0.5773 Epoch 4: loss did not improve from 0.57634 228/400 [================>.............] - ETA: 1:38 - loss: 0.8092 - dice_coefficient: 0.5783 Epoch 4: loss did not improve from 0.57634 229/400 [================>.............] - ETA: 1:37 - loss: 0.8102 - dice_coefficient: 0.5775 Epoch 4: loss did not improve from 0.57634 230/400 [================>.............] - ETA: 1:37 - loss: 0.8095 - dice_coefficient: 0.5776 Epoch 4: loss did not improve from 0.57634 231/400 [================>.............] - ETA: 1:36 - loss: 0.8086 - dice_coefficient: 0.5779 Epoch 4: loss did not improve from 0.57634 232/400 [================>.............] - ETA: 1:35 - loss: 0.8080 - dice_coefficient: 0.5780 Epoch 4: loss did not improve from 0.57634 233/400 [================>.............] - ETA: 1:35 - loss: 0.8057 - dice_coefficient: 0.5791 Epoch 4: loss did not improve from 0.57634 234/400 [================>.............] - ETA: 1:34 - loss: 0.8066 - dice_coefficient: 0.5784 Epoch 4: loss did not improve from 0.57634 235/400 [================>.............] - ETA: 1:34 - loss: 0.8103 - dice_coefficient: 0.5771 Epoch 4: loss did not improve from 0.57634 236/400 [================>.............] - ETA: 1:33 - loss: 0.8097 - dice_coefficient: 0.5772 Epoch 4: loss did not improve from 0.57634 237/400 [================>.............] - ETA: 1:33 - loss: 0.8086 - dice_coefficient: 0.5777 Epoch 4: loss did not improve from 0.57634 238/400 [================>.............] - ETA: 1:32 - loss: 0.8066 - dice_coefficient: 0.5785 Epoch 4: loss did not improve from 0.57634 239/400 [================>.............] - ETA: 1:31 - loss: 0.8084 - dice_coefficient: 0.5776 Epoch 4: loss did not improve from 0.57634 240/400 [=================>............] - ETA: 1:31 - loss: 0.8073 - dice_coefficient: 0.5778 Epoch 4: loss did not improve from 0.57634 241/400 [=================>............] - ETA: 1:30 - loss: 0.8063 - dice_coefficient: 0.5782 Epoch 4: loss did not improve from 0.57634 242/400 [=================>............] - ETA: 1:30 - loss: 0.8054 - dice_coefficient: 0.5783 Epoch 4: loss did not improve from 0.57634 243/400 [=================>............] - ETA: 1:29 - loss: 0.8039 - dice_coefficient: 0.5790 Epoch 4: loss did not improve from 0.57634 244/400 [=================>............] - ETA: 1:29 - loss: 0.8030 - dice_coefficient: 0.5793 Epoch 4: loss did not improve from 0.57634 245/400 [=================>............] - ETA: 1:28 - loss: 0.8013 - dice_coefficient: 0.5802 Epoch 4: loss did not improve from 0.57634 246/400 [=================>............] - ETA: 1:27 - loss: 0.8021 - dice_coefficient: 0.5798 Epoch 4: loss did not improve from 0.57634 247/400 [=================>............] - ETA: 1:27 - loss: 0.8052 - dice_coefficient: 0.5786 Epoch 4: loss did not improve from 0.57634 248/400 [=================>............] - ETA: 1:26 - loss: 0.8053 - dice_coefficient: 0.5784 Epoch 4: loss did not improve from 0.57634 249/400 [=================>............] - ETA: 1:26 - loss: 0.8050 - dice_coefficient: 0.5785 Epoch 4: loss did not improve from 0.57634 250/400 [=================>............] - ETA: 1:25 - loss: 0.8050 - dice_coefficient: 0.5783 Epoch 4: loss did not improve from 0.57634 251/400 [=================>............] - ETA: 1:25 - loss: 0.8038 - dice_coefficient: 0.5786 Epoch 4: loss did not improve from 0.57634 252/400 [=================>............] - ETA: 1:24 - loss: 0.8032 - dice_coefficient: 0.5787 Epoch 4: loss did not improve from 0.57634 253/400 [=================>............] - ETA: 1:23 - loss: 0.8022 - dice_coefficient: 0.5789 Epoch 4: loss did not improve from 0.57634 254/400 [==================>...........] - ETA: 1:23 - loss: 0.8022 - dice_coefficient: 0.5790 Epoch 4: loss did not improve from 0.57634 255/400 [==================>...........] - ETA: 1:22 - loss: 0.8032 - dice_coefficient: 0.5783 Epoch 4: loss did not improve from 0.57634 256/400 [==================>...........] - ETA: 1:22 - loss: 0.8023 - dice_coefficient: 0.5787 Epoch 4: loss did not improve from 0.57634 257/400 [==================>...........] - ETA: 1:21 - loss: 0.8013 - dice_coefficient: 0.5789 Epoch 4: loss did not improve from 0.57634 258/400 [==================>...........] - ETA: 1:21 - loss: 0.8042 - dice_coefficient: 0.5776 Epoch 4: loss did not improve from 0.57634 259/400 [==================>...........] - ETA: 1:20 - loss: 0.8058 - dice_coefficient: 0.5766 Epoch 4: loss did not improve from 0.57634 260/400 [==================>...........] - ETA: 1:19 - loss: 0.8076 - dice_coefficient: 0.5757 Epoch 4: loss did not improve from 0.57634 261/400 [==================>...........] - ETA: 1:19 - loss: 0.8074 - dice_coefficient: 0.5756 Epoch 4: loss did not improve from 0.57634 262/400 [==================>...........] - ETA: 1:18 - loss: 0.8113 - dice_coefficient: 0.5742 Epoch 4: loss did not improve from 0.57634 263/400 [==================>...........] - ETA: 1:18 - loss: 0.8109 - dice_coefficient: 0.5745 Epoch 4: loss did not improve from 0.57634 264/400 [==================>...........] - ETA: 1:17 - loss: 0.8103 - dice_coefficient: 0.5744 Epoch 4: loss did not improve from 0.57634 265/400 [==================>...........] - ETA: 1:17 - loss: 0.8106 - dice_coefficient: 0.5742 Epoch 4: loss did not improve from 0.57634 266/400 [==================>...........] - ETA: 1:16 - loss: 0.8099 - dice_coefficient: 0.5743 Epoch 4: loss did not improve from 0.57634 267/400 [===================>..........] - ETA: 1:15 - loss: 0.8084 - dice_coefficient: 0.5750 Epoch 4: loss did not improve from 0.57634 268/400 [===================>..........] - ETA: 1:15 - loss: 0.8070 - dice_coefficient: 0.5754 Epoch 4: loss did not improve from 0.57634 269/400 [===================>..........] - ETA: 1:14 - loss: 0.8083 - dice_coefficient: 0.5748 Epoch 4: loss did not improve from 0.57634 270/400 [===================>..........] - ETA: 1:14 - loss: 0.8068 - dice_coefficient: 0.5753 Epoch 4: loss did not improve from 0.57634 271/400 [===================>..........] - ETA: 1:13 - loss: 0.8080 - dice_coefficient: 0.5747 Epoch 4: loss did not improve from 0.57634 272/400 [===================>..........] - ETA: 1:13 - loss: 0.8117 - dice_coefficient: 0.5733 Epoch 4: loss did not improve from 0.57634 273/400 [===================>..........] - ETA: 1:12 - loss: 0.8154 - dice_coefficient: 0.5720 Epoch 4: loss did not improve from 0.57634 274/400 [===================>..........] - ETA: 1:11 - loss: 0.8165 - dice_coefficient: 0.5714 Epoch 4: loss did not improve from 0.57634 275/400 [===================>..........] - ETA: 1:11 - loss: 0.8197 - dice_coefficient: 0.5701 Epoch 4: loss did not improve from 0.57634 276/400 [===================>..........] - ETA: 1:10 - loss: 0.8180 - dice_coefficient: 0.5709 Epoch 4: loss did not improve from 0.57634 277/400 [===================>..........] - ETA: 1:10 - loss: 0.8191 - dice_coefficient: 0.5703 Epoch 4: loss did not improve from 0.57634 278/400 [===================>..........] - ETA: 1:09 - loss: 0.8234 - dice_coefficient: 0.5688 Epoch 4: loss did not improve from 0.57634 279/400 [===================>..........] - ETA: 1:09 - loss: 0.8236 - dice_coefficient: 0.5685 Epoch 4: loss did not improve from 0.57634 280/400 [====================>.........] - ETA: 1:08 - loss: 0.8222 - dice_coefficient: 0.5692 Epoch 4: loss did not improve from 0.57634 281/400 [====================>.........] - ETA: 1:07 - loss: 0.8201 - dice_coefficient: 0.5702 Epoch 4: loss did not improve from 0.57634 282/400 [====================>.........] - ETA: 1:07 - loss: 0.8194 - dice_coefficient: 0.5706 Epoch 4: loss did not improve from 0.57634 283/400 [====================>.........] - ETA: 1:06 - loss: 0.8182 - dice_coefficient: 0.5709 Epoch 4: loss did not improve from 0.57634 284/400 [====================>.........] - ETA: 1:06 - loss: 0.8190 - dice_coefficient: 0.5705 Epoch 4: loss did not improve from 0.57634 285/400 [====================>.........] - ETA: 1:05 - loss: 0.8179 - dice_coefficient: 0.5710 Epoch 4: loss did not improve from 0.57634 286/400 [====================>.........] - ETA: 1:05 - loss: 0.8165 - dice_coefficient: 0.5716 Epoch 4: loss did not improve from 0.57634 287/400 [====================>.........] - ETA: 1:04 - loss: 0.8167 - dice_coefficient: 0.5712 Epoch 4: loss did not improve from 0.57634 288/400 [====================>.........] - ETA: 1:03 - loss: 0.8153 - dice_coefficient: 0.5717 Epoch 4: loss did not improve from 0.57634 289/400 [====================>.........] - ETA: 1:03 - loss: 0.8147 - dice_coefficient: 0.5719 Epoch 4: loss did not improve from 0.57634 290/400 [====================>.........] - ETA: 1:02 - loss: 0.8195 - dice_coefficient: 0.5705 Epoch 4: loss did not improve from 0.57634 291/400 [====================>.........] - ETA: 1:02 - loss: 0.8175 - dice_coefficient: 0.5714 Epoch 4: loss did not improve from 0.57634 292/400 [====================>.........] - ETA: 1:01 - loss: 0.8163 - dice_coefficient: 0.5720 Epoch 4: loss did not improve from 0.57634 293/400 [====================>.........] - ETA: 1:01 - loss: 0.8150 - dice_coefficient: 0.5727 Epoch 4: loss did not improve from 0.57634 294/400 [=====================>........] - ETA: 1:00 - loss: 0.8133 - dice_coefficient: 0.5736 Epoch 4: loss did not improve from 0.57634 295/400 [=====================>........] - ETA: 59s - loss: 0.8131 - dice_coefficient: 0.5736 Epoch 4: loss did not improve from 0.57634 296/400 [=====================>........] - ETA: 59s - loss: 0.8131 - dice_coefficient: 0.5739 Epoch 4: loss did not improve from 0.57634 297/400 [=====================>........] - ETA: 58s - loss: 0.8114 - dice_coefficient: 0.5748 Epoch 4: loss did not improve from 0.57634 298/400 [=====================>........] - ETA: 58s - loss: 0.8119 - dice_coefficient: 0.5744 Epoch 4: loss did not improve from 0.57634 299/400 [=====================>........] - ETA: 57s - loss: 0.8137 - dice_coefficient: 0.5738 Epoch 4: loss did not improve from 0.57634 300/400 [=====================>........] - ETA: 57s - loss: 0.8145 - dice_coefficient: 0.5733 Epoch 4: loss did not improve from 0.57634 301/400 [=====================>........] - ETA: 56s - loss: 0.8145 - dice_coefficient: 0.5731 Epoch 4: loss did not improve from 0.57634 302/400 [=====================>........] - ETA: 55s - loss: 0.8127 - dice_coefficient: 0.5741 Epoch 4: loss did not improve from 0.57634 303/400 [=====================>........] - ETA: 55s - loss: 0.8120 - dice_coefficient: 0.5745 Epoch 4: loss did not improve from 0.57634 304/400 [=====================>........] - ETA: 54s - loss: 0.8116 - dice_coefficient: 0.5744 Epoch 4: loss did not improve from 0.57634 305/400 [=====================>........] - ETA: 54s - loss: 0.8097 - dice_coefficient: 0.5754 Epoch 4: loss did not improve from 0.57634 306/400 [=====================>........] - ETA: 53s - loss: 0.8089 - dice_coefficient: 0.5758 Epoch 4: loss did not improve from 0.57634 307/400 [======================>.......] - ETA: 53s - loss: 0.8098 - dice_coefficient: 0.5752 Epoch 4: loss did not improve from 0.57634 308/400 [======================>.......] - ETA: 52s - loss: 0.8107 - dice_coefficient: 0.5750 Epoch 4: loss did not improve from 0.57634 309/400 [======================>.......] - ETA: 52s - loss: 0.8098 - dice_coefficient: 0.5752 Epoch 4: loss did not improve from 0.57634 310/400 [======================>.......] - ETA: 51s - loss: 0.8099 - dice_coefficient: 0.5751 Epoch 4: loss did not improve from 0.57634 311/400 [======================>.......] - ETA: 50s - loss: 0.8095 - dice_coefficient: 0.5752 Epoch 4: loss did not improve from 0.57634 312/400 [======================>.......] - ETA: 50s - loss: 0.8095 - dice_coefficient: 0.5750 Epoch 4: loss did not improve from 0.57634 313/400 [======================>.......] - ETA: 49s - loss: 0.8109 - dice_coefficient: 0.5742 Epoch 4: loss did not improve from 0.57634 314/400 [======================>.......] - ETA: 49s - loss: 0.8118 - dice_coefficient: 0.5735 Epoch 4: loss did not improve from 0.57634 315/400 [======================>.......] - ETA: 48s - loss: 0.8138 - dice_coefficient: 0.5736 Epoch 4: loss did not improve from 0.57634 316/400 [======================>.......] - ETA: 48s - loss: 0.8150 - dice_coefficient: 0.5731 Epoch 4: loss did not improve from 0.57634 317/400 [======================>.......] - ETA: 47s - loss: 0.8148 - dice_coefficient: 0.5730 Epoch 4: loss did not improve from 0.57634 318/400 [======================>.......] - ETA: 46s - loss: 0.8149 - dice_coefficient: 0.5729 Epoch 4: loss did not improve from 0.57634 319/400 [======================>.......] - ETA: 46s - loss: 0.8136 - dice_coefficient: 0.5734 Epoch 4: loss did not improve from 0.57634 320/400 [=======================>......] - ETA: 45s - loss: 0.8155 - dice_coefficient: 0.5725 Epoch 4: loss did not improve from 0.57634 321/400 [=======================>......] - ETA: 45s - loss: 0.8149 - dice_coefficient: 0.5725 Epoch 4: loss did not improve from 0.57634 322/400 [=======================>......] - ETA: 44s - loss: 0.8139 - dice_coefficient: 0.5734 Epoch 4: loss did not improve from 0.57634 323/400 [=======================>......] - ETA: 44s - loss: 0.8135 - dice_coefficient: 0.5735 Epoch 4: loss did not improve from 0.57634 324/400 [=======================>......] - ETA: 43s - loss: 0.8139 - dice_coefficient: 0.5732 Epoch 4: loss did not improve from 0.57634 325/400 [=======================>......] - ETA: 42s - loss: 0.8125 - dice_coefficient: 0.5740 Epoch 4: loss did not improve from 0.57634 326/400 [=======================>......] - ETA: 42s - loss: 0.8119 - dice_coefficient: 0.5742 Epoch 4: loss did not improve from 0.57634 327/400 [=======================>......] - ETA: 41s - loss: 0.8111 - dice_coefficient: 0.5745 Epoch 4: loss did not improve from 0.57634 328/400 [=======================>......] - ETA: 41s - loss: 0.8113 - dice_coefficient: 0.5743 Epoch 4: loss did not improve from 0.57634 329/400 [=======================>......] - ETA: 40s - loss: 0.8102 - dice_coefficient: 0.5748 Epoch 4: loss did not improve from 0.57634 330/400 [=======================>......] - ETA: 40s - loss: 0.8085 - dice_coefficient: 0.5756 Epoch 4: loss did not improve from 0.57634 331/400 [=======================>......] - ETA: 39s - loss: 0.8069 - dice_coefficient: 0.5765 Epoch 4: loss did not improve from 0.57634 332/400 [=======================>......] - ETA: 38s - loss: 0.8068 - dice_coefficient: 0.5763 Epoch 4: loss did not improve from 0.57634 333/400 [=======================>......] - ETA: 38s - loss: 0.8053 - dice_coefficient: 0.5772 Epoch 4: loss did not improve from 0.57634 334/400 [========================>.....] - ETA: 37s - loss: 0.8050 - dice_coefficient: 0.5774 Epoch 4: loss did not improve from 0.57634 335/400 [========================>.....] - ETA: 37s - loss: 0.8037 - dice_coefficient: 0.5781 Epoch 4: loss did not improve from 0.57634 336/400 [========================>.....] - ETA: 36s - loss: 0.8034 - dice_coefficient: 0.5780 Epoch 4: loss did not improve from 0.57634 337/400 [========================>.....] - ETA: 36s - loss: 0.8025 - dice_coefficient: 0.5784 Epoch 4: loss did not improve from 0.57634 338/400 [========================>.....] - ETA: 35s - loss: 0.8027 - dice_coefficient: 0.5782 Epoch 4: loss did not improve from 0.57634 339/400 [========================>.....] - ETA: 34s - loss: 0.8037 - dice_coefficient: 0.5779 Epoch 4: loss did not improve from 0.57634 340/400 [========================>.....] - ETA: 34s - loss: 0.8067 - dice_coefficient: 0.5768 Epoch 4: loss did not improve from 0.57634 341/400 [========================>.....] - ETA: 33s - loss: 0.8061 - dice_coefficient: 0.5774 Epoch 4: loss did not improve from 0.57634 342/400 [========================>.....] - ETA: 33s - loss: 0.8047 - dice_coefficient: 0.5780 Epoch 4: loss did not improve from 0.57634 343/400 [========================>.....] - ETA: 32s - loss: 0.8034 - dice_coefficient: 0.5787 Epoch 4: loss did not improve from 0.57634 344/400 [========================>.....] - ETA: 32s - loss: 0.8028 - dice_coefficient: 0.5789 Epoch 4: loss did not improve from 0.57634 345/400 [========================>.....] - ETA: 31s - loss: 0.8487 - dice_coefficient: 0.5772 Epoch 4: loss did not improve from 0.57634 346/400 [========================>.....] - ETA: 30s - loss: 0.8478 - dice_coefficient: 0.5774 Epoch 4: loss did not improve from 0.57634 347/400 [=========================>....] - ETA: 30s - loss: 0.8466 - dice_coefficient: 0.5780 Epoch 4: loss did not improve from 0.57634 348/400 [=========================>....] - ETA: 29s - loss: 0.8463 - dice_coefficient: 0.5779 Epoch 4: loss did not improve from 0.57634 349/400 [=========================>....] - ETA: 29s - loss: 0.8453 - dice_coefficient: 0.5782 Epoch 4: loss did not improve from 0.57634 350/400 [=========================>....] - ETA: 28s - loss: 0.8443 - dice_coefficient: 0.5788 Epoch 4: loss did not improve from 0.57634 351/400 [=========================>....] - ETA: 28s - loss: 0.8430 - dice_coefficient: 0.5794 Epoch 4: loss did not improve from 0.57634 352/400 [=========================>....] - ETA: 27s - loss: 0.8419 - dice_coefficient: 0.5796 Epoch 4: loss did not improve from 0.57634 353/400 [=========================>....] - ETA: 26s - loss: 0.8417 - dice_coefficient: 0.5795 Epoch 4: loss did not improve from 0.57634 354/400 [=========================>....] - ETA: 26s - loss: 0.8428 - dice_coefficient: 0.5788 Epoch 4: loss did not improve from 0.57634 355/400 [=========================>....] - ETA: 25s - loss: 0.8417 - dice_coefficient: 0.5791 Epoch 4: loss did not improve from 0.57634 356/400 [=========================>....] - ETA: 25s - loss: 0.8408 - dice_coefficient: 0.5794 Epoch 4: loss did not improve from 0.57634 357/400 [=========================>....] - ETA: 24s - loss: 0.8400 - dice_coefficient: 0.5797 Epoch 4: loss did not improve from 0.57634 358/400 [=========================>....] - ETA: 24s - loss: 0.8389 - dice_coefficient: 0.5804 Epoch 4: loss did not improve from 0.57634 359/400 [=========================>....] - ETA: 23s - loss: 0.8376 - dice_coefficient: 0.5809 Epoch 4: loss did not improve from 0.57634 360/400 [==========================>...] - ETA: 22s - loss: 0.8366 - dice_coefficient: 0.5813 Epoch 4: loss did not improve from 0.57634 361/400 [==========================>...] - ETA: 22s - loss: 0.8349 - dice_coefficient: 0.5822 Epoch 4: loss did not improve from 0.57634 362/400 [==========================>...] - ETA: 21s - loss: 0.8345 - dice_coefficient: 0.5824 Epoch 4: loss did not improve from 0.57634 363/400 [==========================>...] - ETA: 21s - loss: 0.8404 - dice_coefficient: 0.5811 Epoch 4: loss did not improve from 0.57634 364/400 [==========================>...] - ETA: 20s - loss: 0.8404 - dice_coefficient: 0.5808 Epoch 4: loss did not improve from 0.57634 365/400 [==========================>...] - ETA: 20s - loss: 0.8400 - dice_coefficient: 0.5809 Epoch 4: loss did not improve from 0.57634 366/400 [==========================>...] - ETA: 19s - loss: 0.8390 - dice_coefficient: 0.5811 Epoch 4: loss did not improve from 0.57634 367/400 [==========================>...] - ETA: 18s - loss: 0.8405 - dice_coefficient: 0.5805 Epoch 4: loss did not improve from 0.57634 368/400 [==========================>...] - ETA: 18s - loss: 0.8393 - dice_coefficient: 0.5809 Epoch 4: loss did not improve from 0.57634 369/400 [==========================>...] - ETA: 17s - loss: 0.8395 - dice_coefficient: 0.5805 Epoch 4: loss did not improve from 0.57634 370/400 [==========================>...] - ETA: 17s - loss: 0.8392 - dice_coefficient: 0.5804 Epoch 4: loss did not improve from 0.57634 371/400 [==========================>...] - ETA: 16s - loss: 0.8383 - dice_coefficient: 0.5809 Epoch 4: loss did not improve from 0.57634 372/400 [==========================>...] - ETA: 16s - loss: 0.8375 - dice_coefficient: 0.5810 Epoch 4: loss did not improve from 0.57634 373/400 [==========================>...] - ETA: 15s - loss: 0.8367 - dice_coefficient: 0.5812 Epoch 4: loss did not improve from 0.57634 374/400 [===========================>..] - ETA: 14s - loss: 0.8359 - dice_coefficient: 0.5814 Epoch 4: loss did not improve from 0.57634 375/400 [===========================>..] - ETA: 14s - loss: 0.8364 - dice_coefficient: 0.5809 Epoch 4: loss did not improve from 0.57634 376/400 [===========================>..] - ETA: 13s - loss: 0.8359 - dice_coefficient: 0.5810 Epoch 4: loss did not improve from 0.57634 377/400 [===========================>..] - ETA: 13s - loss: 0.8357 - dice_coefficient: 0.5813 Epoch 4: loss did not improve from 0.57634 378/400 [===========================>..] - ETA: 12s - loss: 0.8355 - dice_coefficient: 0.5813 Epoch 4: loss did not improve from 0.57634 379/400 [===========================>..] - ETA: 12s - loss: 0.8348 - dice_coefficient: 0.5815 Epoch 4: loss did not improve from 0.57634 380/400 [===========================>..] - ETA: 11s - loss: 0.8339 - dice_coefficient: 0.5817 Epoch 4: loss did not improve from 0.57634 381/400 [===========================>..] - ETA: 10s - loss: 0.8334 - dice_coefficient: 0.5822 Epoch 4: loss did not improve from 0.57634 382/400 [===========================>..] - ETA: 10s - loss: 0.8335 - dice_coefficient: 0.5819 Epoch 4: loss did not improve from 0.57634 383/400 [===========================>..] - ETA: 9s - loss: 0.8335 - dice_coefficient: 0.5818 Epoch 4: loss did not improve from 0.57634 384/400 [===========================>..] - ETA: 9s - loss: 0.8338 - dice_coefficient: 0.5821 Epoch 4: loss did not improve from 0.57634 385/400 [===========================>..] - ETA: 8s - loss: 0.8357 - dice_coefficient: 0.5812 Epoch 4: loss did not improve from 0.57634 386/400 [===========================>..] - ETA: 8s - loss: 0.8353 - dice_coefficient: 0.5814 Epoch 4: loss did not improve from 0.57634 387/400 [============================>.] - ETA: 7s - loss: 0.8344 - dice_coefficient: 0.5817 Epoch 4: loss did not improve from 0.57634 388/400 [============================>.] - ETA: 6s - loss: 0.8380 - dice_coefficient: 0.5806 Epoch 4: loss did not improve from 0.57634 389/400 [============================>.] - ETA: 6s - loss: 0.8397 - dice_coefficient: 0.5797 Epoch 4: loss did not improve from 0.57634 390/400 [============================>.] - ETA: 5s - loss: 0.8385 - dice_coefficient: 0.5804 Epoch 4: loss did not improve from 0.57634 391/400 [============================>.] - ETA: 5s - loss: 0.8379 - dice_coefficient: 0.5809 Epoch 4: loss did not improve from 0.57634 392/400 [============================>.] - ETA: 4s - loss: 0.8372 - dice_coefficient: 0.5812 Epoch 4: loss did not improve from 0.57634 393/400 [============================>.] - ETA: 4s - loss: 0.8359 - dice_coefficient: 0.5818 Epoch 4: loss did not improve from 0.57634 394/400 [============================>.] - ETA: 3s - loss: 0.8346 - dice_coefficient: 0.5824 Epoch 4: loss did not improve from 0.57634 395/400 [============================>.] - ETA: 2s - loss: 0.8343 - dice_coefficient: 0.5824 Epoch 4: loss did not improve from 0.57634 396/400 [============================>.] - ETA: 2s - loss: 0.8330 - dice_coefficient: 0.5831 Epoch 4: loss did not improve from 0.57634 397/400 [============================>.] - ETA: 1s - loss: 0.8330 - dice_coefficient: 0.5830 Epoch 4: loss did not improve from 0.57634 398/400 [============================>.] - ETA: 1s - loss: 0.8342 - dice_coefficient: 0.5823 Epoch 4: loss did not improve from 0.57634 399/400 [============================>.] - ETA: 0s - loss: 0.8329 - dice_coefficient: 0.5830 Epoch 4: loss did not improve from 0.57634 400/400 [==============================] - 230s 574ms/step - loss: 0.8337 - dice_coefficient: 0.5825 - val_loss: 0.9431 - val_dice_coefficient: 0.4976 - lr: 1.0000e-04 Epoch 5/30 Epoch 5: loss improved from 0.57634 to 0.52668, saving model to model-0.53.h5 1/400 [..............................] - ETA: 4:50 - loss: 0.5267 - dice_coefficient: 0.6503 Epoch 5: loss did not improve from 0.52668 2/400 [..............................] - ETA: 3:47 - loss: 0.7902 - dice_coefficient: 0.5347 Epoch 5: loss did not improve from 0.52668 3/400 [..............................] - ETA: 3:44 - loss: 0.7105 - dice_coefficient: 0.5733 Epoch 5: loss did not improve from 0.52668 4/400 [..............................] - ETA: 3:46 - loss: 0.6784 - dice_coefficient: 0.5836 Epoch 5: loss did not improve from 0.52668 5/400 [..............................] - ETA: 3:45 - loss: 0.6716 - dice_coefficient: 0.5855 Epoch 5: loss did not improve from 0.52668 6/400 [..............................] - ETA: 3:44 - loss: 0.6359 - dice_coefficient: 0.6054 Epoch 5: loss did not improve from 0.52668 7/400 [..............................] - ETA: 3:43 - loss: 0.6035 - dice_coefficient: 0.6399 Epoch 5: loss did not improve from 0.52668 8/400 [..............................] - ETA: 3:43 - loss: 0.5879 - dice_coefficient: 0.6580 Epoch 5: loss did not improve from 0.52668 9/400 [..............................] - ETA: 3:43 - loss: 0.5833 - dice_coefficient: 0.6657 Epoch 5: loss did not improve from 0.52668 10/400 [..............................] - ETA: 3:42 - loss: 0.6042 - dice_coefficient: 0.6511 Epoch 5: loss did not improve from 0.52668 11/400 [..............................] - ETA: 3:42 - loss: 0.5959 - dice_coefficient: 0.6503 Epoch 5: loss did not improve from 0.52668 12/400 [..............................] - ETA: 3:42 - loss: 0.5848 - dice_coefficient: 0.6594 Epoch 5: loss did not improve from 0.52668 13/400 [..............................] - ETA: 3:41 - loss: 0.6412 - dice_coefficient: 0.6331 Epoch 5: loss did not improve from 0.52668 14/400 [>.............................] - ETA: 3:41 - loss: 0.6123 - dice_coefficient: 0.6504 Epoch 5: loss did not improve from 0.52668 15/400 [>.............................] - ETA: 3:40 - loss: 0.5978 - dice_coefficient: 0.6581 Epoch 5: loss did not improve from 0.52668 16/400 [>.............................] - ETA: 3:40 - loss: 0.5877 - dice_coefficient: 0.6612 Epoch 5: loss did not improve from 0.52668 17/400 [>.............................] - ETA: 3:39 - loss: 0.5828 - dice_coefficient: 0.6637 Epoch 5: loss did not improve from 0.52668 18/400 [>.............................] - ETA: 3:38 - loss: 0.5679 - dice_coefficient: 0.6732 Epoch 5: loss did not improve from 0.52668 19/400 [>.............................] - ETA: 3:38 - loss: 0.5556 - dice_coefficient: 0.6791 Epoch 5: loss did not improve from 0.52668 20/400 [>.............................] - ETA: 3:37 - loss: 0.5615 - dice_coefficient: 0.6741 Epoch 5: loss did not improve from 0.52668 21/400 [>.............................] - ETA: 3:37 - loss: 0.5484 - dice_coefficient: 0.6807 Epoch 5: loss did not improve from 0.52668 22/400 [>.............................] - ETA: 3:36 - loss: 0.5553 - dice_coefficient: 0.6748 Epoch 5: loss did not improve from 0.52668 23/400 [>.............................] - ETA: 3:36 - loss: 0.5588 - dice_coefficient: 0.6718 Epoch 5: loss did not improve from 0.52668 24/400 [>.............................] - ETA: 3:35 - loss: 0.5577 - dice_coefficient: 0.6704 Epoch 5: loss did not improve from 0.52668 25/400 [>.............................] - ETA: 3:35 - loss: 0.5490 - dice_coefficient: 0.6751 Epoch 5: loss did not improve from 0.52668 26/400 [>.............................] - ETA: 3:34 - loss: 0.5497 - dice_coefficient: 0.6751 Epoch 5: loss did not improve from 0.52668 27/400 [=>............................] - ETA: 3:34 - loss: 0.5413 - dice_coefficient: 0.6803 Epoch 5: loss did not improve from 0.52668 28/400 [=>............................] - ETA: 3:33 - loss: 0.5733 - dice_coefficient: 0.6662 Epoch 5: loss did not improve from 0.52668 29/400 [=>............................] - ETA: 3:33 - loss: 0.6095 - dice_coefficient: 0.6509 Epoch 5: loss did not improve from 0.52668 30/400 [=>............................] - ETA: 3:32 - loss: 0.6111 - dice_coefficient: 0.6481 Epoch 5: loss did not improve from 0.52668 31/400 [=>............................] - ETA: 3:31 - loss: 0.6411 - dice_coefficient: 0.6351 Epoch 5: loss did not improve from 0.52668 32/400 [=>............................] - ETA: 3:31 - loss: 0.6325 - dice_coefficient: 0.6394 Epoch 5: loss did not improve from 0.52668 33/400 [=>............................] - ETA: 3:30 - loss: 0.6228 - dice_coefficient: 0.6453 Epoch 5: loss did not improve from 0.52668 34/400 [=>............................] - ETA: 3:29 - loss: 0.6132 - dice_coefficient: 0.6512 Epoch 5: loss did not improve from 0.52668 35/400 [=>............................] - ETA: 3:29 - loss: 0.6038 - dice_coefficient: 0.6577 Epoch 5: loss did not improve from 0.52668 36/400 [=>............................] - ETA: 3:28 - loss: 0.6236 - dice_coefficient: 0.6480 Epoch 5: loss did not improve from 0.52668 37/400 [=>............................] - ETA: 3:28 - loss: 0.6192 - dice_coefficient: 0.6502 Epoch 5: loss did not improve from 0.52668 38/400 [=>............................] - ETA: 3:27 - loss: 0.6148 - dice_coefficient: 0.6519 Epoch 5: loss did not improve from 0.52668 39/400 [=>............................] - ETA: 3:27 - loss: 0.6107 - dice_coefficient: 0.6547 Epoch 5: loss did not improve from 0.52668 40/400 [==>...........................] - ETA: 3:26 - loss: 0.6234 - dice_coefficient: 0.6481 Epoch 5: loss did not improve from 0.52668 41/400 [==>...........................] - ETA: 3:25 - loss: 0.6278 - dice_coefficient: 0.6451 Epoch 5: loss did not improve from 0.52668 42/400 [==>...........................] - ETA: 3:25 - loss: 0.6313 - dice_coefficient: 0.6429 Epoch 5: loss did not improve from 0.52668 43/400 [==>...........................] - ETA: 3:24 - loss: 0.6260 - dice_coefficient: 0.6452 Epoch 5: loss did not improve from 0.52668 44/400 [==>...........................] - ETA: 3:24 - loss: 0.6306 - dice_coefficient: 0.6412 Epoch 5: loss did not improve from 0.52668 45/400 [==>...........................] - ETA: 3:23 - loss: 0.6297 - dice_coefficient: 0.6403 Epoch 5: loss did not improve from 0.52668 46/400 [==>...........................] - ETA: 3:22 - loss: 0.6264 - dice_coefficient: 0.6418 Epoch 5: loss did not improve from 0.52668 47/400 [==>...........................] - ETA: 3:22 - loss: 0.6215 - dice_coefficient: 0.6436 Epoch 5: loss did not improve from 0.52668 48/400 [==>...........................] - ETA: 3:21 - loss: 0.6255 - dice_coefficient: 0.6402 Epoch 5: loss did not improve from 0.52668 49/400 [==>...........................] - ETA: 3:21 - loss: 0.6207 - dice_coefficient: 0.6446 Epoch 5: loss did not improve from 0.52668 50/400 [==>...........................] - ETA: 3:20 - loss: 0.6304 - dice_coefficient: 0.6406 Epoch 5: loss did not improve from 0.52668 51/400 [==>...........................] - ETA: 3:19 - loss: 0.6384 - dice_coefficient: 0.6370 Epoch 5: loss did not improve from 0.52668 52/400 [==>...........................] - ETA: 3:19 - loss: 0.6333 - dice_coefficient: 0.6396 Epoch 5: loss did not improve from 0.52668 53/400 [==>...........................] - ETA: 3:18 - loss: 0.6304 - dice_coefficient: 0.6408 Epoch 5: loss did not improve from 0.52668 54/400 [===>..........................] - ETA: 3:18 - loss: 0.6381 - dice_coefficient: 0.6364 Epoch 5: loss did not improve from 0.52668 55/400 [===>..........................] - ETA: 3:17 - loss: 0.6312 - dice_coefficient: 0.6403 Epoch 5: loss did not improve from 0.52668 56/400 [===>..........................] - ETA: 3:17 - loss: 0.6344 - dice_coefficient: 0.6375 Epoch 5: loss did not improve from 0.52668 57/400 [===>..........................] - ETA: 3:16 - loss: 0.6321 - dice_coefficient: 0.6378 Epoch 5: loss did not improve from 0.52668 58/400 [===>..........................] - ETA: 3:15 - loss: 0.6275 - dice_coefficient: 0.6411 Epoch 5: loss did not improve from 0.52668 59/400 [===>..........................] - ETA: 3:15 - loss: 0.6199 - dice_coefficient: 0.6454 Epoch 5: loss did not improve from 0.52668 60/400 [===>..........................] - ETA: 3:14 - loss: 0.6203 - dice_coefficient: 0.6444 Epoch 5: loss did not improve from 0.52668 61/400 [===>..........................] - ETA: 3:14 - loss: 0.6150 - dice_coefficient: 0.6469 Epoch 5: loss did not improve from 0.52668 62/400 [===>..........................] - ETA: 3:13 - loss: 0.6084 - dice_coefficient: 0.6507 Epoch 5: loss did not improve from 0.52668 63/400 [===>..........................] - ETA: 3:13 - loss: 0.6060 - dice_coefficient: 0.6515 Epoch 5: loss did not improve from 0.52668 64/400 [===>..........................] - ETA: 3:12 - loss: 0.6134 - dice_coefficient: 0.6472 Epoch 5: loss did not improve from 0.52668 65/400 [===>..........................] - ETA: 3:11 - loss: 0.6248 - dice_coefficient: 0.6417 Epoch 5: loss did not improve from 0.52668 66/400 [===>..........................] - ETA: 3:11 - loss: 0.6215 - dice_coefficient: 0.6427 Epoch 5: loss did not improve from 0.52668 67/400 [====>.........................] - ETA: 3:10 - loss: 0.6295 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 68/400 [====>.........................] - ETA: 3:10 - loss: 0.6276 - dice_coefficient: 0.6392 Epoch 5: loss did not improve from 0.52668 69/400 [====>.........................] - ETA: 3:09 - loss: 0.6214 - dice_coefficient: 0.6427 Epoch 5: loss did not improve from 0.52668 70/400 [====>.........................] - ETA: 3:09 - loss: 0.6340 - dice_coefficient: 0.6373 Epoch 5: loss did not improve from 0.52668 71/400 [====>.........................] - ETA: 3:08 - loss: 0.6314 - dice_coefficient: 0.6380 Epoch 5: loss did not improve from 0.52668 72/400 [====>.........................] - ETA: 3:07 - loss: 0.6261 - dice_coefficient: 0.6415 Epoch 5: loss did not improve from 0.52668 73/400 [====>.........................] - ETA: 3:07 - loss: 0.6250 - dice_coefficient: 0.6416 Epoch 5: loss did not improve from 0.52668 74/400 [====>.........................] - ETA: 3:06 - loss: 0.6250 - dice_coefficient: 0.6415 Epoch 5: loss did not improve from 0.52668 75/400 [====>.........................] - ETA: 3:06 - loss: 0.6301 - dice_coefficient: 0.6388 Epoch 5: loss did not improve from 0.52668 76/400 [====>.........................] - ETA: 3:05 - loss: 0.6334 - dice_coefficient: 0.6368 Epoch 5: loss did not improve from 0.52668 77/400 [====>.........................] - ETA: 3:05 - loss: 0.6299 - dice_coefficient: 0.6389 Epoch 5: loss did not improve from 0.52668 78/400 [====>.........................] - ETA: 3:04 - loss: 0.6426 - dice_coefficient: 0.6335 Epoch 5: loss did not improve from 0.52668 79/400 [====>.........................] - ETA: 3:03 - loss: 0.6451 - dice_coefficient: 0.6314 Epoch 5: loss did not improve from 0.52668 80/400 [=====>........................] - ETA: 3:03 - loss: 0.6548 - dice_coefficient: 0.6270 Epoch 5: loss did not improve from 0.52668 81/400 [=====>........................] - ETA: 3:02 - loss: 0.6530 - dice_coefficient: 0.6282 Epoch 5: loss did not improve from 0.52668 82/400 [=====>........................] - ETA: 3:02 - loss: 0.6517 - dice_coefficient: 0.6289 Epoch 5: loss did not improve from 0.52668 83/400 [=====>........................] - ETA: 3:01 - loss: 0.6539 - dice_coefficient: 0.6275 Epoch 5: loss did not improve from 0.52668 84/400 [=====>........................] - ETA: 3:01 - loss: 0.6526 - dice_coefficient: 0.6282 Epoch 5: loss did not improve from 0.52668 85/400 [=====>........................] - ETA: 3:00 - loss: 0.6604 - dice_coefficient: 0.6243 Epoch 5: loss did not improve from 0.52668 86/400 [=====>........................] - ETA: 2:59 - loss: 0.6590 - dice_coefficient: 0.6248 Epoch 5: loss did not improve from 0.52668 87/400 [=====>........................] - ETA: 2:59 - loss: 0.6669 - dice_coefficient: 0.6209 Epoch 5: loss did not improve from 0.52668 88/400 [=====>........................] - ETA: 2:58 - loss: 0.6619 - dice_coefficient: 0.6239 Epoch 5: loss did not improve from 0.52668 89/400 [=====>........................] - ETA: 2:58 - loss: 0.6586 - dice_coefficient: 0.6259 Epoch 5: loss did not improve from 0.52668 90/400 [=====>........................] - ETA: 2:57 - loss: 0.6546 - dice_coefficient: 0.6285 Epoch 5: loss did not improve from 0.52668 91/400 [=====>........................] - ETA: 2:56 - loss: 0.6553 - dice_coefficient: 0.6273 Epoch 5: loss did not improve from 0.52668 92/400 [=====>........................] - ETA: 2:56 - loss: 0.6556 - dice_coefficient: 0.6268 Epoch 5: loss did not improve from 0.52668 93/400 [=====>........................] - ETA: 2:55 - loss: 0.6554 - dice_coefficient: 0.6267 Epoch 5: loss did not improve from 0.52668 94/400 [======>.......................] - ETA: 2:55 - loss: 0.6529 - dice_coefficient: 0.6285 Epoch 5: loss did not improve from 0.52668 95/400 [======>.......................] - ETA: 2:54 - loss: 0.6702 - dice_coefficient: 0.6234 Epoch 5: loss did not improve from 0.52668 96/400 [======>.......................] - ETA: 2:54 - loss: 0.6687 - dice_coefficient: 0.6235 Epoch 5: loss did not improve from 0.52668 97/400 [======>.......................] - ETA: 2:53 - loss: 0.6734 - dice_coefficient: 0.6208 Epoch 5: loss did not improve from 0.52668 98/400 [======>.......................] - ETA: 2:52 - loss: 0.6711 - dice_coefficient: 0.6227 Epoch 5: loss did not improve from 0.52668 99/400 [======>.......................] - ETA: 2:52 - loss: 0.6759 - dice_coefficient: 0.6201 Epoch 5: loss did not improve from 0.52668 100/400 [======>.......................] - ETA: 2:51 - loss: 0.6828 - dice_coefficient: 0.6167 Epoch 5: loss did not improve from 0.52668 101/400 [======>.......................] - ETA: 2:51 - loss: 0.6793 - dice_coefficient: 0.6191 Epoch 5: loss did not improve from 0.52668 102/400 [======>.......................] - ETA: 2:50 - loss: 0.6762 - dice_coefficient: 0.6202 Epoch 5: loss did not improve from 0.52668 103/400 [======>.......................] - ETA: 2:49 - loss: 0.6745 - dice_coefficient: 0.6207 Epoch 5: loss did not improve from 0.52668 104/400 [======>.......................] - ETA: 2:49 - loss: 0.6710 - dice_coefficient: 0.6229 Epoch 5: loss did not improve from 0.52668 105/400 [======>.......................] - ETA: 2:48 - loss: 0.6687 - dice_coefficient: 0.6244 Epoch 5: loss did not improve from 0.52668 106/400 [======>.......................] - ETA: 2:48 - loss: 0.6725 - dice_coefficient: 0.6221 Epoch 5: loss did not improve from 0.52668 107/400 [=======>......................] - ETA: 2:47 - loss: 0.6724 - dice_coefficient: 0.6214 Epoch 5: loss did not improve from 0.52668 108/400 [=======>......................] - ETA: 2:47 - loss: 0.6765 - dice_coefficient: 0.6191 Epoch 5: loss did not improve from 0.52668 109/400 [=======>......................] - ETA: 2:46 - loss: 0.6747 - dice_coefficient: 0.6207 Epoch 5: loss did not improve from 0.52668 110/400 [=======>......................] - ETA: 2:46 - loss: 0.6712 - dice_coefficient: 0.6225 Epoch 5: loss did not improve from 0.52668 111/400 [=======>......................] - ETA: 2:45 - loss: 0.6727 - dice_coefficient: 0.6212 Epoch 5: loss did not improve from 0.52668 112/400 [=======>......................] - ETA: 2:44 - loss: 0.6786 - dice_coefficient: 0.6183 Epoch 5: loss did not improve from 0.52668 113/400 [=======>......................] - ETA: 2:44 - loss: 0.6745 - dice_coefficient: 0.6206 Epoch 5: loss did not improve from 0.52668 114/400 [=======>......................] - ETA: 2:43 - loss: 0.6878 - dice_coefficient: 0.6164 Epoch 5: loss did not improve from 0.52668 115/400 [=======>......................] - ETA: 2:43 - loss: 0.6860 - dice_coefficient: 0.6169 Epoch 5: loss did not improve from 0.52668 116/400 [=======>......................] - ETA: 2:42 - loss: 0.6833 - dice_coefficient: 0.6186 Epoch 5: loss did not improve from 0.52668 117/400 [=======>......................] - ETA: 2:42 - loss: 0.6805 - dice_coefficient: 0.6201 Epoch 5: loss did not improve from 0.52668 118/400 [=======>......................] - ETA: 2:41 - loss: 0.6793 - dice_coefficient: 0.6207 Epoch 5: loss did not improve from 0.52668 119/400 [=======>......................] - ETA: 2:40 - loss: 0.6766 - dice_coefficient: 0.6220 Epoch 5: loss did not improve from 0.52668 120/400 [========>.....................] - ETA: 2:40 - loss: 0.6794 - dice_coefficient: 0.6202 Epoch 5: loss did not improve from 0.52668 121/400 [========>.....................] - ETA: 2:39 - loss: 0.6770 - dice_coefficient: 0.6217 Epoch 5: loss did not improve from 0.52668 122/400 [========>.....................] - ETA: 2:39 - loss: 0.6781 - dice_coefficient: 0.6205 Epoch 5: loss did not improve from 0.52668 123/400 [========>.....................] - ETA: 2:38 - loss: 0.6769 - dice_coefficient: 0.6206 Epoch 5: loss did not improve from 0.52668 124/400 [========>.....................] - ETA: 2:37 - loss: 0.6803 - dice_coefficient: 0.6187 Epoch 5: loss did not improve from 0.52668 125/400 [========>.....................] - ETA: 2:37 - loss: 0.6784 - dice_coefficient: 0.6193 Epoch 5: loss did not improve from 0.52668 126/400 [========>.....................] - ETA: 2:36 - loss: 0.6782 - dice_coefficient: 0.6192 Epoch 5: loss did not improve from 0.52668 127/400 [========>.....................] - ETA: 2:36 - loss: 0.6763 - dice_coefficient: 0.6199 Epoch 5: loss did not improve from 0.52668 128/400 [========>.....................] - ETA: 2:35 - loss: 0.6748 - dice_coefficient: 0.6209 Epoch 5: loss did not improve from 0.52668 129/400 [========>.....................] - ETA: 2:35 - loss: 0.6737 - dice_coefficient: 0.6210 Epoch 5: loss did not improve from 0.52668 130/400 [========>.....................] - ETA: 2:34 - loss: 0.6708 - dice_coefficient: 0.6225 Epoch 5: loss did not improve from 0.52668 131/400 [========>.....................] - ETA: 2:33 - loss: 0.6688 - dice_coefficient: 0.6236 Epoch 5: loss did not improve from 0.52668 132/400 [========>.....................] - ETA: 2:33 - loss: 0.6668 - dice_coefficient: 0.6246 Epoch 5: loss did not improve from 0.52668 133/400 [========>.....................] - ETA: 2:32 - loss: 0.6700 - dice_coefficient: 0.6229 Epoch 5: loss did not improve from 0.52668 134/400 [=========>....................] - ETA: 2:32 - loss: 0.6673 - dice_coefficient: 0.6244 Epoch 5: loss did not improve from 0.52668 135/400 [=========>....................] - ETA: 2:31 - loss: 0.6747 - dice_coefficient: 0.6213 Epoch 5: loss did not improve from 0.52668 136/400 [=========>....................] - ETA: 2:31 - loss: 0.6717 - dice_coefficient: 0.6229 Epoch 5: loss did not improve from 0.52668 137/400 [=========>....................] - ETA: 2:30 - loss: 0.6703 - dice_coefficient: 0.6244 Epoch 5: loss did not improve from 0.52668 138/400 [=========>....................] - ETA: 2:30 - loss: 0.6716 - dice_coefficient: 0.6241 Epoch 5: loss did not improve from 0.52668 139/400 [=========>....................] - ETA: 2:29 - loss: 0.6723 - dice_coefficient: 0.6252 Epoch 5: loss did not improve from 0.52668 140/400 [=========>....................] - ETA: 2:29 - loss: 0.6694 - dice_coefficient: 0.6267 Epoch 5: loss did not improve from 0.52668 141/400 [=========>....................] - ETA: 2:28 - loss: 0.6706 - dice_coefficient: 0.6258 Epoch 5: loss did not improve from 0.52668 142/400 [=========>....................] - ETA: 2:27 - loss: 0.6705 - dice_coefficient: 0.6261 Epoch 5: loss did not improve from 0.52668 143/400 [=========>....................] - ETA: 2:27 - loss: 0.6679 - dice_coefficient: 0.6274 Epoch 5: loss did not improve from 0.52668 144/400 [=========>....................] - ETA: 2:26 - loss: 0.6766 - dice_coefficient: 0.6242 Epoch 5: loss did not improve from 0.52668 145/400 [=========>....................] - ETA: 2:26 - loss: 0.6752 - dice_coefficient: 0.6247 Epoch 5: loss did not improve from 0.52668 146/400 [=========>....................] - ETA: 2:25 - loss: 0.6767 - dice_coefficient: 0.6237 Epoch 5: loss did not improve from 0.52668 147/400 [==========>...................] - ETA: 2:24 - loss: 0.6789 - dice_coefficient: 0.6232 Epoch 5: loss did not improve from 0.52668 148/400 [==========>...................] - ETA: 2:24 - loss: 0.6775 - dice_coefficient: 0.6238 Epoch 5: loss did not improve from 0.52668 149/400 [==========>...................] - ETA: 2:23 - loss: 0.6818 - dice_coefficient: 0.6217 Epoch 5: loss did not improve from 0.52668 150/400 [==========>...................] - ETA: 2:23 - loss: 0.6797 - dice_coefficient: 0.6230 Epoch 5: loss did not improve from 0.52668 151/400 [==========>...................] - ETA: 2:22 - loss: 0.6806 - dice_coefficient: 0.6221 Epoch 5: loss did not improve from 0.52668 152/400 [==========>...................] - ETA: 2:22 - loss: 0.6796 - dice_coefficient: 0.6227 Epoch 5: loss did not improve from 0.52668 153/400 [==========>...................] - ETA: 2:21 - loss: 0.6818 - dice_coefficient: 0.6213 Epoch 5: loss did not improve from 0.52668 154/400 [==========>...................] - ETA: 2:20 - loss: 0.6795 - dice_coefficient: 0.6225 Epoch 5: loss did not improve from 0.52668 155/400 [==========>...................] - ETA: 2:20 - loss: 0.6784 - dice_coefficient: 0.6240 Epoch 5: loss did not improve from 0.52668 156/400 [==========>...................] - ETA: 2:19 - loss: 0.6796 - dice_coefficient: 0.6231 Epoch 5: loss did not improve from 0.52668 157/400 [==========>...................] - ETA: 2:19 - loss: 0.6864 - dice_coefficient: 0.6204 Epoch 5: loss did not improve from 0.52668 158/400 [==========>...................] - ETA: 2:18 - loss: 0.6844 - dice_coefficient: 0.6213 Epoch 5: loss did not improve from 0.52668 159/400 [==========>...................] - ETA: 2:18 - loss: 0.6843 - dice_coefficient: 0.6209 Epoch 5: loss did not improve from 0.52668 160/400 [===========>..................] - ETA: 2:17 - loss: 0.6811 - dice_coefficient: 0.6228 Epoch 5: loss did not improve from 0.52668 161/400 [===========>..................] - ETA: 2:16 - loss: 0.6787 - dice_coefficient: 0.6239 Epoch 5: loss did not improve from 0.52668 162/400 [===========>..................] - ETA: 2:16 - loss: 0.6787 - dice_coefficient: 0.6241 Epoch 5: loss did not improve from 0.52668 163/400 [===========>..................] - ETA: 2:15 - loss: 0.6768 - dice_coefficient: 0.6249 Epoch 5: loss did not improve from 0.52668 164/400 [===========>..................] - ETA: 2:15 - loss: 0.6771 - dice_coefficient: 0.6247 Epoch 5: loss did not improve from 0.52668 165/400 [===========>..................] - ETA: 2:14 - loss: 0.6764 - dice_coefficient: 0.6252 Epoch 5: loss did not improve from 0.52668 166/400 [===========>..................] - ETA: 2:14 - loss: 0.6743 - dice_coefficient: 0.6263 Epoch 5: loss did not improve from 0.52668 167/400 [===========>..................] - ETA: 2:13 - loss: 0.6729 - dice_coefficient: 0.6269 Epoch 5: loss did not improve from 0.52668 168/400 [===========>..................] - ETA: 2:12 - loss: 0.6711 - dice_coefficient: 0.6275 Epoch 5: loss did not improve from 0.52668 169/400 [===========>..................] - ETA: 2:12 - loss: 0.6695 - dice_coefficient: 0.6281 Epoch 5: loss did not improve from 0.52668 170/400 [===========>..................] - ETA: 2:11 - loss: 0.6699 - dice_coefficient: 0.6275 Epoch 5: loss did not improve from 0.52668 171/400 [===========>..................] - ETA: 2:11 - loss: 0.6693 - dice_coefficient: 0.6287 Epoch 5: loss did not improve from 0.52668 172/400 [===========>..................] - ETA: 2:10 - loss: 0.6735 - dice_coefficient: 0.6270 Epoch 5: loss did not improve from 0.52668 173/400 [===========>..................] - ETA: 2:10 - loss: 0.6737 - dice_coefficient: 0.6265 Epoch 5: loss did not improve from 0.52668 174/400 [============>.................] - ETA: 2:09 - loss: 0.6717 - dice_coefficient: 0.6274 Epoch 5: loss did not improve from 0.52668 175/400 [============>.................] - ETA: 2:08 - loss: 0.6691 - dice_coefficient: 0.6286 Epoch 5: loss did not improve from 0.52668 176/400 [============>.................] - ETA: 2:08 - loss: 0.6677 - dice_coefficient: 0.6290 Epoch 5: loss did not improve from 0.52668 177/400 [============>.................] - ETA: 2:07 - loss: 0.6664 - dice_coefficient: 0.6298 Epoch 5: loss did not improve from 0.52668 178/400 [============>.................] - ETA: 2:07 - loss: 0.6647 - dice_coefficient: 0.6304 Epoch 5: loss did not improve from 0.52668 179/400 [============>.................] - ETA: 2:06 - loss: 0.6642 - dice_coefficient: 0.6303 Epoch 5: loss did not improve from 0.52668 180/400 [============>.................] - ETA: 2:06 - loss: 0.6654 - dice_coefficient: 0.6293 Epoch 5: loss did not improve from 0.52668 181/400 [============>.................] - ETA: 2:05 - loss: 0.6664 - dice_coefficient: 0.6296 Epoch 5: loss did not improve from 0.52668 182/400 [============>.................] - ETA: 2:04 - loss: 0.6673 - dice_coefficient: 0.6287 Epoch 5: loss did not improve from 0.52668 183/400 [============>.................] - ETA: 2:04 - loss: 0.6672 - dice_coefficient: 0.6283 Epoch 5: loss did not improve from 0.52668 184/400 [============>.................] - ETA: 2:03 - loss: 0.6660 - dice_coefficient: 0.6287 Epoch 5: loss did not improve from 0.52668 185/400 [============>.................] - ETA: 2:03 - loss: 0.6640 - dice_coefficient: 0.6299 Epoch 5: loss did not improve from 0.52668 186/400 [============>.................] - ETA: 2:02 - loss: 0.6659 - dice_coefficient: 0.6290 Epoch 5: loss did not improve from 0.52668 187/400 [=============>................] - ETA: 2:02 - loss: 0.6664 - dice_coefficient: 0.6284 Epoch 5: loss did not improve from 0.52668 188/400 [=============>................] - ETA: 2:01 - loss: 0.6649 - dice_coefficient: 0.6296 Epoch 5: loss did not improve from 0.52668 189/400 [=============>................] - ETA: 2:00 - loss: 0.6629 - dice_coefficient: 0.6305 Epoch 5: loss did not improve from 0.52668 190/400 [=============>................] - ETA: 2:00 - loss: 0.6637 - dice_coefficient: 0.6298 Epoch 5: loss did not improve from 0.52668 191/400 [=============>................] - ETA: 1:59 - loss: 0.6634 - dice_coefficient: 0.6297 Epoch 5: loss did not improve from 0.52668 192/400 [=============>................] - ETA: 1:59 - loss: 0.6653 - dice_coefficient: 0.6288 Epoch 5: loss did not improve from 0.52668 193/400 [=============>................] - ETA: 1:58 - loss: 0.6640 - dice_coefficient: 0.6291 Epoch 5: loss did not improve from 0.52668 194/400 [=============>................] - ETA: 1:58 - loss: 0.6627 - dice_coefficient: 0.6299 Epoch 5: loss did not improve from 0.52668 195/400 [=============>................] - ETA: 1:57 - loss: 0.6628 - dice_coefficient: 0.6298 Epoch 5: loss did not improve from 0.52668 196/400 [=============>................] - ETA: 1:56 - loss: 0.6609 - dice_coefficient: 0.6309 Epoch 5: loss did not improve from 0.52668 197/400 [=============>................] - ETA: 1:56 - loss: 0.6600 - dice_coefficient: 0.6317 Epoch 5: loss did not improve from 0.52668 198/400 [=============>................] - ETA: 1:55 - loss: 0.6582 - dice_coefficient: 0.6329 Epoch 5: loss did not improve from 0.52668 199/400 [=============>................] - ETA: 1:55 - loss: 0.6629 - dice_coefficient: 0.6308 Epoch 5: loss did not improve from 0.52668 200/400 [==============>...............] - ETA: 1:54 - loss: 0.6632 - dice_coefficient: 0.6304 Epoch 5: loss did not improve from 0.52668 201/400 [==============>...............] - ETA: 1:54 - loss: 0.6620 - dice_coefficient: 0.6313 Epoch 5: loss did not improve from 0.52668 202/400 [==============>...............] - ETA: 1:53 - loss: 0.6602 - dice_coefficient: 0.6323 Epoch 5: loss did not improve from 0.52668 203/400 [==============>...............] - ETA: 1:52 - loss: 0.6592 - dice_coefficient: 0.6325 Epoch 5: loss did not improve from 0.52668 204/400 [==============>...............] - ETA: 1:52 - loss: 0.6567 - dice_coefficient: 0.6339 Epoch 5: loss did not improve from 0.52668 205/400 [==============>...............] - ETA: 1:51 - loss: 0.6555 - dice_coefficient: 0.6344 Epoch 5: loss did not improve from 0.52668 206/400 [==============>...............] - ETA: 1:51 - loss: 0.6558 - dice_coefficient: 0.6340 Epoch 5: loss did not improve from 0.52668 207/400 [==============>...............] - ETA: 1:50 - loss: 0.6547 - dice_coefficient: 0.6346 Epoch 5: loss did not improve from 0.52668 208/400 [==============>...............] - ETA: 1:50 - loss: 0.6529 - dice_coefficient: 0.6354 Epoch 5: loss did not improve from 0.52668 209/400 [==============>...............] - ETA: 1:49 - loss: 0.6543 - dice_coefficient: 0.6345 Epoch 5: loss did not improve from 0.52668 210/400 [==============>...............] - ETA: 1:48 - loss: 0.6550 - dice_coefficient: 0.6338 Epoch 5: loss did not improve from 0.52668 211/400 [==============>...............] - ETA: 1:48 - loss: 0.6544 - dice_coefficient: 0.6347 Epoch 5: loss did not improve from 0.52668 212/400 [==============>...............] - ETA: 1:47 - loss: 0.6591 - dice_coefficient: 0.6327 Epoch 5: loss did not improve from 0.52668 213/400 [==============>...............] - ETA: 1:47 - loss: 0.6594 - dice_coefficient: 0.6322 Epoch 5: loss did not improve from 0.52668 214/400 [===============>..............] - ETA: 1:46 - loss: 0.6577 - dice_coefficient: 0.6332 Epoch 5: loss did not improve from 0.52668 215/400 [===============>..............] - ETA: 1:46 - loss: 0.6564 - dice_coefficient: 0.6337 Epoch 5: loss did not improve from 0.52668 216/400 [===============>..............] - ETA: 1:45 - loss: 0.6549 - dice_coefficient: 0.6347 Epoch 5: loss did not improve from 0.52668 217/400 [===============>..............] - ETA: 1:44 - loss: 0.6549 - dice_coefficient: 0.6343 Epoch 5: loss did not improve from 0.52668 218/400 [===============>..............] - ETA: 1:44 - loss: 0.6614 - dice_coefficient: 0.6321 Epoch 5: loss did not improve from 0.52668 219/400 [===============>..............] - ETA: 1:43 - loss: 0.6605 - dice_coefficient: 0.6332 Epoch 5: loss did not improve from 0.52668 220/400 [===============>..............] - ETA: 1:43 - loss: 0.6602 - dice_coefficient: 0.6340 Epoch 5: loss did not improve from 0.52668 221/400 [===============>..............] - ETA: 1:42 - loss: 0.6619 - dice_coefficient: 0.6330 Epoch 5: loss did not improve from 0.52668 222/400 [===============>..............] - ETA: 1:41 - loss: 0.6655 - dice_coefficient: 0.6313 Epoch 5: loss did not improve from 0.52668 223/400 [===============>..............] - ETA: 1:41 - loss: 0.6645 - dice_coefficient: 0.6319 Epoch 5: loss did not improve from 0.52668 224/400 [===============>..............] - ETA: 1:40 - loss: 0.6632 - dice_coefficient: 0.6329 Epoch 5: loss did not improve from 0.52668 225/400 [===============>..............] - ETA: 1:40 - loss: 0.6622 - dice_coefficient: 0.6336 Epoch 5: loss did not improve from 0.52668 226/400 [===============>..............] - ETA: 1:39 - loss: 0.6615 - dice_coefficient: 0.6342 Epoch 5: loss did not improve from 0.52668 227/400 [================>.............] - ETA: 1:39 - loss: 0.6601 - dice_coefficient: 0.6349 Epoch 5: loss did not improve from 0.52668 228/400 [================>.............] - ETA: 1:38 - loss: 0.6639 - dice_coefficient: 0.6333 Epoch 5: loss did not improve from 0.52668 229/400 [================>.............] - ETA: 1:37 - loss: 0.6622 - dice_coefficient: 0.6340 Epoch 5: loss did not improve from 0.52668 230/400 [================>.............] - ETA: 1:37 - loss: 0.6610 - dice_coefficient: 0.6344 Epoch 5: loss did not improve from 0.52668 231/400 [================>.............] - ETA: 1:36 - loss: 0.6610 - dice_coefficient: 0.6342 Epoch 5: loss did not improve from 0.52668 232/400 [================>.............] - ETA: 1:36 - loss: 0.6603 - dice_coefficient: 0.6343 Epoch 5: loss did not improve from 0.52668 233/400 [================>.............] - ETA: 1:35 - loss: 0.6591 - dice_coefficient: 0.6353 Epoch 5: loss did not improve from 0.52668 234/400 [================>.............] - ETA: 1:35 - loss: 0.6586 - dice_coefficient: 0.6353 Epoch 5: loss did not improve from 0.52668 235/400 [================>.............] - ETA: 1:34 - loss: 0.6573 - dice_coefficient: 0.6361 Epoch 5: loss did not improve from 0.52668 236/400 [================>.............] - ETA: 1:33 - loss: 0.6572 - dice_coefficient: 0.6359 Epoch 5: loss did not improve from 0.52668 237/400 [================>.............] - ETA: 1:33 - loss: 0.6562 - dice_coefficient: 0.6364 Epoch 5: loss did not improve from 0.52668 238/400 [================>.............] - ETA: 1:32 - loss: 0.6554 - dice_coefficient: 0.6366 Epoch 5: loss did not improve from 0.52668 239/400 [================>.............] - ETA: 1:32 - loss: 0.6544 - dice_coefficient: 0.6371 Epoch 5: loss did not improve from 0.52668 240/400 [=================>............] - ETA: 1:31 - loss: 0.6539 - dice_coefficient: 0.6370 Epoch 5: loss did not improve from 0.52668 241/400 [=================>............] - ETA: 1:31 - loss: 0.6525 - dice_coefficient: 0.6377 Epoch 5: loss did not improve from 0.52668 242/400 [=================>............] - ETA: 1:30 - loss: 0.6512 - dice_coefficient: 0.6382 Epoch 5: loss did not improve from 0.52668 243/400 [=================>............] - ETA: 1:29 - loss: 0.6525 - dice_coefficient: 0.6375 Epoch 5: loss did not improve from 0.52668 244/400 [=================>............] - ETA: 1:29 - loss: 0.6577 - dice_coefficient: 0.6356 Epoch 5: loss did not improve from 0.52668 245/400 [=================>............] - ETA: 1:28 - loss: 0.6577 - dice_coefficient: 0.6353 Epoch 5: loss did not improve from 0.52668 246/400 [=================>............] - ETA: 1:28 - loss: 0.6569 - dice_coefficient: 0.6355 Epoch 5: loss did not improve from 0.52668 247/400 [=================>............] - ETA: 1:27 - loss: 0.6565 - dice_coefficient: 0.6355 Epoch 5: loss did not improve from 0.52668 248/400 [=================>............] - ETA: 1:27 - loss: 0.6557 - dice_coefficient: 0.6356 Epoch 5: loss did not improve from 0.52668 249/400 [=================>............] - ETA: 1:26 - loss: 0.6548 - dice_coefficient: 0.6360 Epoch 5: loss did not improve from 0.52668 250/400 [=================>............] - ETA: 1:25 - loss: 0.6544 - dice_coefficient: 0.6362 Epoch 5: loss did not improve from 0.52668 251/400 [=================>............] - ETA: 1:25 - loss: 0.6526 - dice_coefficient: 0.6372 Epoch 5: loss did not improve from 0.52668 252/400 [=================>............] - ETA: 1:24 - loss: 0.6513 - dice_coefficient: 0.6378 Epoch 5: loss did not improve from 0.52668 253/400 [=================>............] - ETA: 1:24 - loss: 0.6500 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 254/400 [==================>...........] - ETA: 1:23 - loss: 0.6492 - dice_coefficient: 0.6389 Epoch 5: loss did not improve from 0.52668 255/400 [==================>...........] - ETA: 1:23 - loss: 0.6501 - dice_coefficient: 0.6383 Epoch 5: loss did not improve from 0.52668 256/400 [==================>...........] - ETA: 1:22 - loss: 0.6494 - dice_coefficient: 0.6385 Epoch 5: loss did not improve from 0.52668 257/400 [==================>...........] - ETA: 1:21 - loss: 0.6486 - dice_coefficient: 0.6390 Epoch 5: loss did not improve from 0.52668 258/400 [==================>...........] - ETA: 1:21 - loss: 0.6499 - dice_coefficient: 0.6382 Epoch 5: loss did not improve from 0.52668 259/400 [==================>...........] - ETA: 1:20 - loss: 0.6491 - dice_coefficient: 0.6384 Epoch 5: loss did not improve from 0.52668 260/400 [==================>...........] - ETA: 1:20 - loss: 0.6485 - dice_coefficient: 0.6387 Epoch 5: loss did not improve from 0.52668 261/400 [==================>...........] - ETA: 1:19 - loss: 0.6481 - dice_coefficient: 0.6387 Epoch 5: loss did not improve from 0.52668 262/400 [==================>...........] - ETA: 1:19 - loss: 0.6469 - dice_coefficient: 0.6392 Epoch 5: loss did not improve from 0.52668 263/400 [==================>...........] - ETA: 1:18 - loss: 0.6460 - dice_coefficient: 0.6398 Epoch 5: loss did not improve from 0.52668 264/400 [==================>...........] - ETA: 1:17 - loss: 0.6449 - dice_coefficient: 0.6405 Epoch 5: loss did not improve from 0.52668 265/400 [==================>...........] - ETA: 1:17 - loss: 0.6441 - dice_coefficient: 0.6408 Epoch 5: loss did not improve from 0.52668 266/400 [==================>...........] - ETA: 1:16 - loss: 0.6436 - dice_coefficient: 0.6411 Epoch 5: loss did not improve from 0.52668 267/400 [===================>..........] - ETA: 1:16 - loss: 0.6422 - dice_coefficient: 0.6420 Epoch 5: loss did not improve from 0.52668 268/400 [===================>..........] - ETA: 1:15 - loss: 0.6415 - dice_coefficient: 0.6422 Epoch 5: loss did not improve from 0.52668 269/400 [===================>..........] - ETA: 1:15 - loss: 0.6405 - dice_coefficient: 0.6427 Epoch 5: loss did not improve from 0.52668 270/400 [===================>..........] - ETA: 1:14 - loss: 0.6394 - dice_coefficient: 0.6433 Epoch 5: loss did not improve from 0.52668 271/400 [===================>..........] - ETA: 1:13 - loss: 0.6384 - dice_coefficient: 0.6438 Epoch 5: loss did not improve from 0.52668 272/400 [===================>..........] - ETA: 1:13 - loss: 0.6373 - dice_coefficient: 0.6446 Epoch 5: loss did not improve from 0.52668 273/400 [===================>..........] - ETA: 1:12 - loss: 0.6364 - dice_coefficient: 0.6451 Epoch 5: loss did not improve from 0.52668 274/400 [===================>..........] - ETA: 1:12 - loss: 0.6354 - dice_coefficient: 0.6457 Epoch 5: loss did not improve from 0.52668 275/400 [===================>..........] - ETA: 1:11 - loss: 0.6362 - dice_coefficient: 0.6451 Epoch 5: loss did not improve from 0.52668 276/400 [===================>..........] - ETA: 1:11 - loss: 0.6361 - dice_coefficient: 0.6450 Epoch 5: loss did not improve from 0.52668 277/400 [===================>..........] - ETA: 1:10 - loss: 0.6356 - dice_coefficient: 0.6451 Epoch 5: loss did not improve from 0.52668 278/400 [===================>..........] - ETA: 1:09 - loss: 0.6344 - dice_coefficient: 0.6459 Epoch 5: loss did not improve from 0.52668 279/400 [===================>..........] - ETA: 1:09 - loss: 0.6340 - dice_coefficient: 0.6460 Epoch 5: loss did not improve from 0.52668 280/400 [====================>.........] - ETA: 1:08 - loss: 0.6327 - dice_coefficient: 0.6467 Epoch 5: loss did not improve from 0.52668 281/400 [====================>.........] - ETA: 1:08 - loss: 0.6360 - dice_coefficient: 0.6453 Epoch 5: loss did not improve from 0.52668 282/400 [====================>.........] - ETA: 1:07 - loss: 0.6351 - dice_coefficient: 0.6458 Epoch 5: loss did not improve from 0.52668 283/400 [====================>.........] - ETA: 1:07 - loss: 0.6345 - dice_coefficient: 0.6461 Epoch 5: loss did not improve from 0.52668 284/400 [====================>.........] - ETA: 1:06 - loss: 0.6338 - dice_coefficient: 0.6466 Epoch 5: loss did not improve from 0.52668 285/400 [====================>.........] - ETA: 1:05 - loss: 0.6328 - dice_coefficient: 0.6470 Epoch 5: loss did not improve from 0.52668 286/400 [====================>.........] - ETA: 1:05 - loss: 0.6332 - dice_coefficient: 0.6475 Epoch 5: loss did not improve from 0.52668 287/400 [====================>.........] - ETA: 1:04 - loss: 0.6351 - dice_coefficient: 0.6464 Epoch 5: loss did not improve from 0.52668 288/400 [====================>.........] - ETA: 1:04 - loss: 0.6339 - dice_coefficient: 0.6471 Epoch 5: loss did not improve from 0.52668 289/400 [====================>.........] - ETA: 1:03 - loss: 0.6329 - dice_coefficient: 0.6474 Epoch 5: loss did not improve from 0.52668 290/400 [====================>.........] - 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ETA: 53s - loss: 0.6420 - dice_coefficient: 0.6429 Epoch 5: loss did not improve from 0.52668 307/400 [======================>.......] - ETA: 53s - loss: 0.6418 - dice_coefficient: 0.6429 Epoch 5: loss did not improve from 0.52668 308/400 [======================>.......] - ETA: 52s - loss: 0.6414 - dice_coefficient: 0.6432 Epoch 5: loss did not improve from 0.52668 309/400 [======================>.......] - ETA: 52s - loss: 0.6418 - dice_coefficient: 0.6427 Epoch 5: loss did not improve from 0.52668 310/400 [======================>.......] - ETA: 51s - loss: 0.6411 - dice_coefficient: 0.6430 Epoch 5: loss did not improve from 0.52668 311/400 [======================>.......] - ETA: 51s - loss: 0.6410 - dice_coefficient: 0.6430 Epoch 5: loss did not improve from 0.52668 312/400 [======================>.......] - ETA: 50s - loss: 0.6406 - dice_coefficient: 0.6430 Epoch 5: loss did not improve from 0.52668 313/400 [======================>.......] - ETA: 49s - loss: 0.6416 - dice_coefficient: 0.6424 Epoch 5: loss did not improve from 0.52668 314/400 [======================>.......] - ETA: 49s - loss: 0.6420 - dice_coefficient: 0.6421 Epoch 5: loss did not improve from 0.52668 315/400 [======================>.......] - ETA: 48s - loss: 0.6452 - dice_coefficient: 0.6407 Epoch 5: loss did not improve from 0.52668 316/400 [======================>.......] - ETA: 48s - loss: 0.6445 - dice_coefficient: 0.6411 Epoch 5: loss did not improve from 0.52668 317/400 [======================>.......] - ETA: 47s - loss: 0.6442 - dice_coefficient: 0.6412 Epoch 5: loss did not improve from 0.52668 318/400 [======================>.......] - ETA: 47s - loss: 0.6435 - dice_coefficient: 0.6417 Epoch 5: loss did not improve from 0.52668 319/400 [======================>.......] - ETA: 46s - loss: 0.6425 - dice_coefficient: 0.6421 Epoch 5: loss did not improve from 0.52668 320/400 [=======================>......] - ETA: 45s - loss: 0.6427 - dice_coefficient: 0.6418 Epoch 5: loss did not improve from 0.52668 321/400 [=======================>......] - ETA: 45s - loss: 0.6415 - dice_coefficient: 0.6424 Epoch 5: loss did not improve from 0.52668 322/400 [=======================>......] - ETA: 44s - loss: 0.6443 - dice_coefficient: 0.6412 Epoch 5: loss did not improve from 0.52668 323/400 [=======================>......] - ETA: 44s - loss: 0.6443 - dice_coefficient: 0.6410 Epoch 5: loss did not improve from 0.52668 324/400 [=======================>......] - ETA: 43s - loss: 0.6443 - dice_coefficient: 0.6409 Epoch 5: loss did not improve from 0.52668 325/400 [=======================>......] - ETA: 43s - loss: 0.6430 - dice_coefficient: 0.6416 Epoch 5: loss did not improve from 0.52668 326/400 [=======================>......] - ETA: 42s - loss: 0.6468 - dice_coefficient: 0.6402 Epoch 5: loss did not improve from 0.52668 327/400 [=======================>......] - ETA: 41s - loss: 0.6459 - dice_coefficient: 0.6406 Epoch 5: loss did not improve from 0.52668 328/400 [=======================>......] - ETA: 41s - loss: 0.6943 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 329/400 [=======================>......] - ETA: 40s - loss: 0.6930 - dice_coefficient: 0.6391 Epoch 5: loss did not improve from 0.52668 330/400 [=======================>......] - ETA: 40s - loss: 0.6924 - dice_coefficient: 0.6398 Epoch 5: loss did not improve from 0.52668 331/400 [=======================>......] - ETA: 39s - loss: 0.6911 - dice_coefficient: 0.6404 Epoch 5: loss did not improve from 0.52668 332/400 [=======================>......] - ETA: 38s - loss: 0.6903 - dice_coefficient: 0.6406 Epoch 5: loss did not improve from 0.52668 333/400 [=======================>......] - ETA: 38s - loss: 0.6906 - dice_coefficient: 0.6402 Epoch 5: loss did not improve from 0.52668 334/400 [========================>.....] - ETA: 37s - loss: 0.6911 - dice_coefficient: 0.6397 Epoch 5: loss did not improve from 0.52668 335/400 [========================>.....] - ETA: 37s - loss: 0.6905 - dice_coefficient: 0.6400 Epoch 5: loss did not improve from 0.52668 336/400 [========================>.....] - ETA: 36s - loss: 0.6891 - dice_coefficient: 0.6407 Epoch 5: loss did not improve from 0.52668 337/400 [========================>.....] - ETA: 36s - loss: 0.6883 - dice_coefficient: 0.6410 Epoch 5: loss did not improve from 0.52668 338/400 [========================>.....] - ETA: 35s - loss: 0.6881 - dice_coefficient: 0.6408 Epoch 5: loss did not improve from 0.52668 339/400 [========================>.....] - ETA: 34s - loss: 0.6870 - dice_coefficient: 0.6413 Epoch 5: loss did not improve from 0.52668 340/400 [========================>.....] - ETA: 34s - loss: 0.6865 - dice_coefficient: 0.6413 Epoch 5: loss did not improve from 0.52668 341/400 [========================>.....] - ETA: 33s - loss: 0.6863 - dice_coefficient: 0.6412 Epoch 5: loss did not improve from 0.52668 342/400 [========================>.....] - ETA: 33s - loss: 0.6872 - dice_coefficient: 0.6404 Epoch 5: loss did not improve from 0.52668 343/400 [========================>.....] - ETA: 32s - loss: 0.6892 - dice_coefficient: 0.6394 Epoch 5: loss did not improve from 0.52668 344/400 [========================>.....] - ETA: 32s - loss: 0.6911 - dice_coefficient: 0.6384 Epoch 5: loss did not improve from 0.52668 345/400 [========================>.....] - ETA: 31s - loss: 0.6910 - dice_coefficient: 0.6382 Epoch 5: loss did not improve from 0.52668 346/400 [========================>.....] - ETA: 30s - loss: 0.6914 - dice_coefficient: 0.6378 Epoch 5: loss did not improve from 0.52668 347/400 [=========================>....] - ETA: 30s - loss: 0.6908 - dice_coefficient: 0.6382 Epoch 5: loss did not improve from 0.52668 348/400 [=========================>....] - ETA: 29s - loss: 0.6900 - dice_coefficient: 0.6383 Epoch 5: loss did not improve from 0.52668 349/400 [=========================>....] - ETA: 29s - loss: 0.6898 - dice_coefficient: 0.6383 Epoch 5: loss did not improve from 0.52668 350/400 [=========================>....] - ETA: 28s - loss: 0.6891 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 351/400 [=========================>....] - ETA: 28s - loss: 0.6896 - dice_coefficient: 0.6381 Epoch 5: loss did not improve from 0.52668 352/400 [=========================>....] - ETA: 27s - loss: 0.6892 - dice_coefficient: 0.6381 Epoch 5: loss did not improve from 0.52668 353/400 [=========================>....] - ETA: 26s - loss: 0.6891 - dice_coefficient: 0.6380 Epoch 5: loss did not improve from 0.52668 354/400 [=========================>....] - ETA: 26s - loss: 0.6888 - dice_coefficient: 0.6381 Epoch 5: loss did not improve from 0.52668 355/400 [=========================>....] - ETA: 25s - loss: 0.6877 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 356/400 [=========================>....] - ETA: 25s - loss: 0.6888 - dice_coefficient: 0.6379 Epoch 5: loss did not improve from 0.52668 357/400 [=========================>....] - ETA: 24s - loss: 0.6880 - dice_coefficient: 0.6382 Epoch 5: loss did not improve from 0.52668 358/400 [=========================>....] - ETA: 24s - loss: 0.6877 - dice_coefficient: 0.6381 Epoch 5: loss did not improve from 0.52668 359/400 [=========================>....] - ETA: 23s - loss: 0.6890 - dice_coefficient: 0.6373 Epoch 5: loss did not improve from 0.52668 360/400 [==========================>...] - ETA: 22s - loss: 0.6882 - dice_coefficient: 0.6376 Epoch 5: loss did not improve from 0.52668 361/400 [==========================>...] - ETA: 22s - loss: 0.6875 - dice_coefficient: 0.6377 Epoch 5: loss did not improve from 0.52668 362/400 [==========================>...] - ETA: 21s - loss: 0.6866 - dice_coefficient: 0.6381 Epoch 5: loss did not improve from 0.52668 363/400 [==========================>...] - ETA: 21s - loss: 0.6853 - dice_coefficient: 0.6388 Epoch 5: loss did not improve from 0.52668 364/400 [==========================>...] - ETA: 20s - loss: 0.6845 - dice_coefficient: 0.6393 Epoch 5: loss did not improve from 0.52668 365/400 [==========================>...] - ETA: 20s - loss: 0.6840 - dice_coefficient: 0.6393 Epoch 5: loss did not improve from 0.52668 366/400 [==========================>...] - ETA: 19s - loss: 0.6854 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 367/400 [==========================>...] - ETA: 18s - loss: 0.6888 - dice_coefficient: 0.6374 Epoch 5: loss did not improve from 0.52668 368/400 [==========================>...] - ETA: 18s - loss: 0.6878 - dice_coefficient: 0.6379 Epoch 5: loss did not improve from 0.52668 369/400 [==========================>...] - ETA: 17s - loss: 0.6867 - dice_coefficient: 0.6385 Epoch 5: loss did not improve from 0.52668 370/400 [==========================>...] - ETA: 17s - loss: 0.6862 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 371/400 [==========================>...] - ETA: 16s - loss: 0.6862 - dice_coefficient: 0.6383 Epoch 5: loss did not improve from 0.52668 372/400 [==========================>...] - ETA: 16s - loss: 0.6855 - dice_coefficient: 0.6386 Epoch 5: loss did not improve from 0.52668 373/400 [==========================>...] - ETA: 15s - loss: 0.6867 - dice_coefficient: 0.6389 Epoch 5: loss did not improve from 0.52668 374/400 [===========================>..] - ETA: 14s - loss: 0.6857 - dice_coefficient: 0.6394 Epoch 5: loss did not improve from 0.52668 375/400 [===========================>..] - ETA: 14s - loss: 0.6846 - dice_coefficient: 0.6400 Epoch 5: loss did not improve from 0.52668 376/400 [===========================>..] - ETA: 13s - loss: 0.6846 - dice_coefficient: 0.6398 Epoch 5: loss did not improve from 0.52668 377/400 [===========================>..] - ETA: 13s - loss: 0.6840 - dice_coefficient: 0.6401 Epoch 5: loss did not improve from 0.52668 378/400 [===========================>..] - ETA: 12s - loss: 0.6828 - dice_coefficient: 0.6406 Epoch 5: loss did not improve from 0.52668 379/400 [===========================>..] - ETA: 12s - loss: 0.6823 - dice_coefficient: 0.6411 Epoch 5: loss did not improve from 0.52668 380/400 [===========================>..] - ETA: 11s - loss: 0.6824 - dice_coefficient: 0.6408 Epoch 5: loss did not improve from 0.52668 381/400 [===========================>..] - ETA: 10s - loss: 0.6811 - dice_coefficient: 0.6414 Epoch 5: loss did not improve from 0.52668 382/400 [===========================>..] - ETA: 10s - loss: 0.6803 - dice_coefficient: 0.6417 Epoch 5: loss did not improve from 0.52668 383/400 [===========================>..] - ETA: 9s - loss: 0.6800 - dice_coefficient: 0.6416 Epoch 5: loss did not improve from 0.52668 384/400 [===========================>..] - ETA: 9s - loss: 0.6805 - dice_coefficient: 0.6411 Epoch 5: loss did not improve from 0.52668 385/400 [===========================>..] - ETA: 8s - loss: 0.6803 - dice_coefficient: 0.6411 Epoch 5: loss did not improve from 0.52668 386/400 [===========================>..] - ETA: 8s - loss: 0.6806 - dice_coefficient: 0.6406 Epoch 5: loss did not improve from 0.52668 387/400 [============================>.] - ETA: 7s - loss: 0.6796 - dice_coefficient: 0.6410 Epoch 5: loss did not improve from 0.52668 388/400 [============================>.] - ETA: 6s - loss: 0.6785 - dice_coefficient: 0.6416 Epoch 5: loss did not improve from 0.52668 389/400 [============================>.] - ETA: 6s - loss: 0.6782 - dice_coefficient: 0.6417 Epoch 5: loss did not improve from 0.52668 390/400 [============================>.] - ETA: 5s - loss: 0.6771 - dice_coefficient: 0.6422 Epoch 5: loss did not improve from 0.52668 391/400 [============================>.] - ETA: 5s - loss: 0.6768 - dice_coefficient: 0.6422 Epoch 5: loss did not improve from 0.52668 392/400 [============================>.] - ETA: 4s - loss: 0.6773 - dice_coefficient: 0.6417 Epoch 5: loss did not improve from 0.52668 393/400 [============================>.] - ETA: 4s - loss: 0.6763 - dice_coefficient: 0.6423 Epoch 5: loss did not improve from 0.52668 394/400 [============================>.] - ETA: 3s - loss: 0.6767 - dice_coefficient: 0.6424 Epoch 5: loss did not improve from 0.52668 395/400 [============================>.] - ETA: 2s - loss: 0.6762 - dice_coefficient: 0.6426 Epoch 5: loss did not improve from 0.52668 396/400 [============================>.] - ETA: 2s - loss: 0.6769 - dice_coefficient: 0.6422 Epoch 5: loss did not improve from 0.52668 397/400 [============================>.] - ETA: 1s - loss: 0.6759 - dice_coefficient: 0.6426 Epoch 5: loss did not improve from 0.52668 398/400 [============================>.] - ETA: 1s - loss: 0.6753 - dice_coefficient: 0.6427 Epoch 5: loss did not improve from 0.52668 399/400 [============================>.] - ETA: 0s - loss: 0.6747 - dice_coefficient: 0.6429 Epoch 5: loss did not improve from 0.52668 400/400 [==============================] - 231s 577ms/step - loss: 0.6741 - dice_coefficient: 0.6432 - val_loss: 0.9614 - val_dice_coefficient: 0.5085 - lr: 1.0000e-04 Epoch 6/30 Epoch 6: loss improved from 0.52668 to 0.29088, saving model to model-0.29.h5 1/400 [..............................] - ETA: 4:50 - loss: 0.2909 - dice_coefficient: 0.8614 Epoch 6: loss did not improve from 0.29088 2/400 [..............................] - ETA: 3:48 - loss: 0.4226 - dice_coefficient: 0.7440 Epoch 6: loss did not improve from 0.29088 3/400 [..............................] - ETA: 3:51 - loss: 0.3732 - dice_coefficient: 0.7656 Epoch 6: loss did not improve from 0.29088 4/400 [..............................] - ETA: 3:48 - loss: 0.3667 - dice_coefficient: 0.7858 Epoch 6: loss did not improve from 0.29088 5/400 [..............................] - ETA: 3:47 - loss: 0.4309 - dice_coefficient: 0.7500 Epoch 6: loss did not improve from 0.29088 6/400 [..............................] - ETA: 3:47 - loss: 0.5251 - dice_coefficient: 0.6934 Epoch 6: loss did not improve from 0.29088 7/400 [..............................] - ETA: 3:47 - loss: 0.4864 - dice_coefficient: 0.7172 Epoch 6: loss did not improve from 0.29088 8/400 [..............................] - ETA: 3:45 - loss: 0.5334 - dice_coefficient: 0.6889 Epoch 6: loss did not improve from 0.29088 9/400 [..............................] - ETA: 3:44 - loss: 0.5811 - dice_coefficient: 0.6588 Epoch 6: loss did not improve from 0.29088 10/400 [..............................] - ETA: 3:44 - loss: 0.5560 - dice_coefficient: 0.6737 Epoch 6: loss did not improve from 0.29088 11/400 [..............................] - ETA: 3:43 - loss: 0.5934 - dice_coefficient: 0.6519 Epoch 6: loss did not improve from 0.29088 12/400 [..............................] - ETA: 3:42 - loss: 0.5916 - dice_coefficient: 0.6468 Epoch 6: loss did not improve from 0.29088 13/400 [..............................] - ETA: 3:42 - loss: 0.6077 - dice_coefficient: 0.6335 Epoch 6: loss did not improve from 0.29088 14/400 [>.............................] - ETA: 3:41 - loss: 0.5852 - dice_coefficient: 0.6490 Epoch 6: loss did not improve from 0.29088 15/400 [>.............................] - ETA: 3:40 - loss: 0.5964 - dice_coefficient: 0.6410 Epoch 6: loss did not improve from 0.29088 16/400 [>.............................] - ETA: 3:40 - loss: 0.5927 - dice_coefficient: 0.6514 Epoch 6: loss did not improve from 0.29088 17/400 [>.............................] - ETA: 3:39 - loss: 0.5968 - dice_coefficient: 0.6479 Epoch 6: loss did not improve from 0.29088 18/400 [>.............................] - ETA: 3:38 - loss: 0.6003 - dice_coefficient: 0.6418 Epoch 6: loss did not improve from 0.29088 19/400 [>.............................] - ETA: 3:38 - loss: 0.6086 - dice_coefficient: 0.6371 Epoch 6: loss did not improve from 0.29088 20/400 [>.............................] - ETA: 3:37 - loss: 0.5951 - dice_coefficient: 0.6455 Epoch 6: loss did not improve from 0.29088 21/400 [>.............................] - ETA: 3:36 - loss: 0.5867 - dice_coefficient: 0.6480 Epoch 6: loss did not improve from 0.29088 22/400 [>.............................] - ETA: 3:36 - loss: 0.5736 - dice_coefficient: 0.6550 Epoch 6: loss did not improve from 0.29088 23/400 [>.............................] - ETA: 3:35 - loss: 0.5615 - dice_coefficient: 0.6623 Epoch 6: loss did not improve from 0.29088 24/400 [>.............................] - ETA: 3:35 - loss: 0.5517 - dice_coefficient: 0.6682 Epoch 6: loss did not improve from 0.29088 25/400 [>.............................] - ETA: 3:34 - loss: 0.5668 - dice_coefficient: 0.6581 Epoch 6: loss did not improve from 0.29088 26/400 [>.............................] - ETA: 3:34 - loss: 0.5713 - dice_coefficient: 0.6597 Epoch 6: loss did not improve from 0.29088 27/400 [=>............................] - ETA: 3:33 - loss: 0.5610 - dice_coefficient: 0.6643 Epoch 6: loss did not improve from 0.29088 28/400 [=>............................] - ETA: 3:33 - loss: 0.5504 - dice_coefficient: 0.6713 Epoch 6: loss did not improve from 0.29088 29/400 [=>............................] - ETA: 3:32 - loss: 0.5679 - dice_coefficient: 0.6617 Epoch 6: loss did not improve from 0.29088 30/400 [=>............................] - ETA: 3:32 - loss: 0.5710 - dice_coefficient: 0.6661 Epoch 6: loss did not improve from 0.29088 31/400 [=>............................] - ETA: 3:31 - loss: 0.5594 - dice_coefficient: 0.6719 Epoch 6: loss did not improve from 0.29088 32/400 [=>............................] - ETA: 3:31 - loss: 0.5621 - dice_coefficient: 0.6692 Epoch 6: loss did not improve from 0.29088 33/400 [=>............................] - ETA: 3:30 - loss: 0.5516 - dice_coefficient: 0.6757 Epoch 6: loss did not improve from 0.29088 34/400 [=>............................] - ETA: 3:29 - loss: 0.5520 - dice_coefficient: 0.6802 Epoch 6: loss did not improve from 0.29088 35/400 [=>............................] - ETA: 3:29 - loss: 0.5442 - dice_coefficient: 0.6852 Epoch 6: loss did not improve from 0.29088 36/400 [=>............................] - ETA: 3:28 - loss: 0.5393 - dice_coefficient: 0.6890 Epoch 6: loss did not improve from 0.29088 37/400 [=>............................] - ETA: 3:28 - loss: 0.5328 - dice_coefficient: 0.6922 Epoch 6: loss did not improve from 0.29088 38/400 [=>............................] - ETA: 3:27 - loss: 0.5320 - dice_coefficient: 0.6926 Epoch 6: loss did not improve from 0.29088 39/400 [=>............................] - ETA: 3:27 - loss: 0.5284 - dice_coefficient: 0.6935 Epoch 6: loss did not improve from 0.29088 40/400 [==>...........................] - ETA: 3:26 - loss: 0.5253 - dice_coefficient: 0.6940 Epoch 6: loss did not improve from 0.29088 41/400 [==>...........................] - ETA: 3:25 - loss: 0.5234 - dice_coefficient: 0.6943 Epoch 6: loss did not improve from 0.29088 42/400 [==>...........................] - ETA: 3:25 - loss: 0.5168 - dice_coefficient: 0.6976 Epoch 6: loss did not improve from 0.29088 43/400 [==>...........................] - ETA: 3:24 - loss: 0.5270 - dice_coefficient: 0.6937 Epoch 6: loss did not improve from 0.29088 44/400 [==>...........................] - ETA: 3:24 - loss: 0.5217 - dice_coefficient: 0.6962 Epoch 6: loss did not improve from 0.29088 45/400 [==>...........................] - ETA: 3:23 - loss: 0.5173 - dice_coefficient: 0.6977 Epoch 6: loss did not improve from 0.29088 46/400 [==>...........................] - ETA: 3:23 - loss: 0.5192 - dice_coefficient: 0.6957 Epoch 6: loss did not improve from 0.29088 47/400 [==>...........................] - ETA: 3:22 - loss: 0.5167 - dice_coefficient: 0.6964 Epoch 6: loss did not improve from 0.29088 48/400 [==>...........................] - ETA: 3:22 - loss: 0.5129 - dice_coefficient: 0.6976 Epoch 6: loss did not improve from 0.29088 49/400 [==>...........................] - ETA: 3:21 - loss: 0.5133 - dice_coefficient: 0.6960 Epoch 6: loss did not improve from 0.29088 50/400 [==>...........................] - ETA: 3:20 - loss: 0.8325 - dice_coefficient: 0.6821 Epoch 6: loss did not improve from 0.29088 51/400 [==>...........................] - ETA: 3:20 - loss: 0.8404 - dice_coefficient: 0.6748 Epoch 6: loss did not improve from 0.29088 52/400 [==>...........................] - ETA: 3:19 - loss: 0.8350 - dice_coefficient: 0.6744 Epoch 6: loss did not improve from 0.29088 53/400 [==>...........................] - ETA: 3:19 - loss: 0.8278 - dice_coefficient: 0.6748 Epoch 6: loss did not improve from 0.29088 54/400 [===>..........................] - ETA: 3:18 - loss: 0.8171 - dice_coefficient: 0.6784 Epoch 6: loss did not improve from 0.29088 55/400 [===>..........................] - ETA: 3:17 - loss: 0.8060 - dice_coefficient: 0.6821 Epoch 6: loss did not improve from 0.29088 56/400 [===>..........................] - ETA: 3:17 - loss: 0.8050 - dice_coefficient: 0.6788 Epoch 6: loss did not improve from 0.29088 57/400 [===>..........................] - ETA: 3:16 - loss: 0.7967 - dice_coefficient: 0.6807 Epoch 6: loss did not improve from 0.29088 58/400 [===>..........................] - ETA: 3:16 - loss: 0.7886 - dice_coefficient: 0.6820 Epoch 6: loss did not improve from 0.29088 59/400 [===>..........................] - ETA: 3:15 - loss: 0.7806 - dice_coefficient: 0.6840 Epoch 6: loss did not improve from 0.29088 60/400 [===>..........................] - ETA: 3:15 - loss: 0.7715 - dice_coefficient: 0.6871 Epoch 6: loss did not improve from 0.29088 61/400 [===>..........................] - ETA: 3:14 - loss: 0.7664 - dice_coefficient: 0.6874 Epoch 6: loss did not improve from 0.29088 62/400 [===>..........................] - ETA: 3:13 - loss: 0.7637 - dice_coefficient: 0.6860 Epoch 6: loss did not improve from 0.29088 63/400 [===>..........................] - ETA: 3:13 - loss: 0.7621 - dice_coefficient: 0.6859 Epoch 6: loss did not improve from 0.29088 64/400 [===>..........................] - ETA: 3:12 - loss: 0.7556 - dice_coefficient: 0.6873 Epoch 6: loss did not improve from 0.29088 65/400 [===>..........................] - ETA: 3:12 - loss: 0.7480 - dice_coefficient: 0.6899 Epoch 6: loss did not improve from 0.29088 66/400 [===>..........................] - ETA: 3:11 - loss: 0.7569 - dice_coefficient: 0.6840 Epoch 6: loss did not improve from 0.29088 67/400 [====>.........................] - ETA: 3:11 - loss: 0.7584 - dice_coefficient: 0.6809 Epoch 6: loss did not improve from 0.29088 68/400 [====>.........................] - ETA: 3:10 - loss: 0.7657 - dice_coefficient: 0.6755 Epoch 6: loss did not improve from 0.29088 69/400 [====>.........................] - ETA: 3:10 - loss: 0.7654 - dice_coefficient: 0.6734 Epoch 6: loss did not improve from 0.29088 70/400 [====>.........................] - ETA: 3:09 - loss: 0.7596 - dice_coefficient: 0.6748 Epoch 6: loss did not improve from 0.29088 71/400 [====>.........................] - ETA: 3:09 - loss: 0.7536 - dice_coefficient: 0.6767 Epoch 6: loss did not improve from 0.29088 72/400 [====>.........................] - ETA: 3:08 - loss: 0.7557 - dice_coefficient: 0.6733 Epoch 6: loss did not improve from 0.29088 73/400 [====>.........................] - ETA: 3:08 - loss: 0.7533 - dice_coefficient: 0.6725 Epoch 6: loss did not improve from 0.29088 74/400 [====>.........................] - ETA: 3:07 - loss: 0.7498 - dice_coefficient: 0.6749 Epoch 6: loss did not improve from 0.29088 75/400 [====>.........................] - ETA: 3:06 - loss: 0.7475 - dice_coefficient: 0.6751 Epoch 6: loss did not improve from 0.29088 76/400 [====>.........................] - ETA: 3:06 - loss: 0.7408 - dice_coefficient: 0.6776 Epoch 6: loss did not improve from 0.29088 77/400 [====>.........................] - ETA: 3:05 - loss: 0.7443 - dice_coefficient: 0.6740 Epoch 6: loss did not improve from 0.29088 78/400 [====>.........................] - ETA: 3:05 - loss: 0.7590 - dice_coefficient: 0.6678 Epoch 6: loss did not improve from 0.29088 79/400 [====>.........................] - ETA: 3:04 - loss: 0.7520 - dice_coefficient: 0.6711 Epoch 6: loss did not improve from 0.29088 80/400 [=====>........................] - ETA: 3:04 - loss: 0.7520 - dice_coefficient: 0.6689 Epoch 6: loss did not improve from 0.29088 81/400 [=====>........................] - ETA: 3:03 - loss: 0.7502 - dice_coefficient: 0.6685 Epoch 6: loss did not improve from 0.29088 82/400 [=====>........................] - ETA: 3:02 - loss: 0.7452 - dice_coefficient: 0.6705 Epoch 6: loss did not improve from 0.29088 83/400 [=====>........................] - ETA: 3:02 - loss: 0.7446 - dice_coefficient: 0.6695 Epoch 6: loss did not improve from 0.29088 84/400 [=====>........................] - ETA: 3:01 - loss: 0.7419 - dice_coefficient: 0.6692 Epoch 6: loss did not improve from 0.29088 85/400 [=====>........................] - ETA: 3:01 - loss: 0.7374 - dice_coefficient: 0.6700 Epoch 6: loss did not improve from 0.29088 86/400 [=====>........................] - ETA: 3:00 - loss: 0.7349 - dice_coefficient: 0.6707 Epoch 6: loss did not improve from 0.29088 87/400 [=====>........................] - ETA: 3:00 - loss: 0.7337 - dice_coefficient: 0.6703 Epoch 6: loss did not improve from 0.29088 88/400 [=====>........................] - ETA: 2:59 - loss: 0.7298 - dice_coefficient: 0.6712 Epoch 6: loss did not improve from 0.29088 89/400 [=====>........................] - ETA: 2:58 - loss: 0.7248 - dice_coefficient: 0.6726 Epoch 6: loss did not improve from 0.29088 90/400 [=====>........................] - ETA: 2:58 - loss: 0.7254 - dice_coefficient: 0.6710 Epoch 6: loss did not improve from 0.29088 91/400 [=====>........................] - ETA: 2:57 - loss: 0.7210 - dice_coefficient: 0.6724 Epoch 6: loss did not improve from 0.29088 92/400 [=====>........................] - ETA: 2:57 - loss: 0.7181 - dice_coefficient: 0.6729 Epoch 6: loss did not improve from 0.29088 93/400 [=====>........................] - ETA: 2:56 - loss: 0.7152 - dice_coefficient: 0.6731 Epoch 6: loss did not improve from 0.29088 94/400 [======>.......................] - ETA: 2:56 - loss: 0.7263 - dice_coefficient: 0.6681 Epoch 6: loss did not improve from 0.29088 95/400 [======>.......................] - ETA: 2:55 - loss: 0.7212 - dice_coefficient: 0.6697 Epoch 6: loss did not improve from 0.29088 96/400 [======>.......................] - ETA: 2:54 - loss: 0.7202 - dice_coefficient: 0.6693 Epoch 6: loss did not improve from 0.29088 97/400 [======>.......................] - ETA: 2:54 - loss: 0.7171 - dice_coefficient: 0.6701 Epoch 6: loss did not improve from 0.29088 98/400 [======>.......................] - ETA: 2:53 - loss: 0.7134 - dice_coefficient: 0.6715 Epoch 6: loss did not improve from 0.29088 99/400 [======>.......................] - ETA: 2:53 - loss: 0.7080 - dice_coefficient: 0.6740 Epoch 6: loss did not improve from 0.29088 100/400 [======>.......................] - ETA: 2:52 - loss: 0.7070 - dice_coefficient: 0.6733 Epoch 6: loss did not improve from 0.29088 101/400 [======>.......................] - ETA: 2:52 - loss: 0.7042 - dice_coefficient: 0.6735 Epoch 6: loss did not improve from 0.29088 102/400 [======>.......................] - ETA: 2:51 - loss: 0.7015 - dice_coefficient: 0.6741 Epoch 6: loss did not improve from 0.29088 103/400 [======>.......................] - ETA: 2:50 - loss: 0.6984 - dice_coefficient: 0.6751 Epoch 6: loss did not improve from 0.29088 104/400 [======>.......................] - ETA: 2:50 - loss: 0.6969 - dice_coefficient: 0.6749 Epoch 6: loss did not improve from 0.29088 105/400 [======>.......................] - ETA: 2:49 - loss: 0.6940 - dice_coefficient: 0.6761 Epoch 6: loss did not improve from 0.29088 106/400 [======>.......................] - ETA: 2:49 - loss: 0.6914 - dice_coefficient: 0.6765 Epoch 6: loss did not improve from 0.29088 107/400 [=======>......................] - ETA: 2:48 - loss: 0.6956 - dice_coefficient: 0.6735 Epoch 6: loss did not improve from 0.29088 108/400 [=======>......................] - ETA: 2:48 - loss: 0.6921 - dice_coefficient: 0.6746 Epoch 6: loss did not improve from 0.29088 109/400 [=======>......................] - ETA: 2:47 - loss: 0.6879 - dice_coefficient: 0.6766 Epoch 6: loss did not improve from 0.29088 110/400 [=======>......................] - ETA: 2:46 - loss: 0.6868 - dice_coefficient: 0.6767 Epoch 6: loss did not improve from 0.29088 111/400 [=======>......................] - ETA: 2:46 - loss: 0.6860 - dice_coefficient: 0.6760 Epoch 6: loss did not improve from 0.29088 112/400 [=======>......................] - ETA: 2:45 - loss: 0.6865 - dice_coefficient: 0.6746 Epoch 6: loss did not improve from 0.29088 113/400 [=======>......................] - ETA: 2:45 - loss: 0.6829 - dice_coefficient: 0.6759 Epoch 6: loss did not improve from 0.29088 114/400 [=======>......................] - ETA: 2:44 - loss: 0.6803 - dice_coefficient: 0.6766 Epoch 6: loss did not improve from 0.29088 115/400 [=======>......................] - ETA: 2:43 - loss: 0.6802 - dice_coefficient: 0.6755 Epoch 6: loss did not improve from 0.29088 116/400 [=======>......................] - ETA: 2:43 - loss: 0.6788 - dice_coefficient: 0.6752 Epoch 6: loss did not improve from 0.29088 117/400 [=======>......................] - ETA: 2:42 - loss: 0.6753 - dice_coefficient: 0.6766 Epoch 6: loss did not improve from 0.29088 118/400 [=======>......................] - ETA: 2:42 - loss: 0.6719 - dice_coefficient: 0.6778 Epoch 6: loss did not improve from 0.29088 119/400 [=======>......................] - ETA: 2:41 - loss: 0.6694 - dice_coefficient: 0.6787 Epoch 6: loss did not improve from 0.29088 120/400 [========>.....................] - ETA: 2:41 - loss: 0.6676 - dice_coefficient: 0.6791 Epoch 6: loss did not improve from 0.29088 121/400 [========>.....................] - ETA: 2:40 - loss: 0.6648 - dice_coefficient: 0.6801 Epoch 6: loss did not improve from 0.29088 122/400 [========>.....................] - ETA: 2:39 - loss: 0.6643 - dice_coefficient: 0.6795 Epoch 6: loss did not improve from 0.29088 123/400 [========>.....................] - ETA: 2:39 - loss: 0.6614 - dice_coefficient: 0.6803 Epoch 6: loss did not improve from 0.29088 124/400 [========>.....................] - ETA: 2:38 - loss: 0.6577 - dice_coefficient: 0.6821 Epoch 6: loss did not improve from 0.29088 125/400 [========>.....................] - ETA: 2:38 - loss: 0.6542 - dice_coefficient: 0.6836 Epoch 6: loss did not improve from 0.29088 126/400 [========>.....................] - ETA: 2:37 - loss: 0.6558 - dice_coefficient: 0.6818 Epoch 6: loss did not improve from 0.29088 127/400 [========>.....................] - ETA: 2:37 - loss: 0.6532 - dice_coefficient: 0.6833 Epoch 6: loss did not improve from 0.29088 128/400 [========>.....................] - ETA: 2:36 - loss: 0.6506 - dice_coefficient: 0.6842 Epoch 6: loss did not improve from 0.29088 129/400 [========>.....................] - ETA: 2:35 - loss: 0.6475 - dice_coefficient: 0.6856 Epoch 6: loss did not improve from 0.29088 130/400 [========>.....................] - ETA: 2:35 - loss: 0.6451 - dice_coefficient: 0.6862 Epoch 6: loss did not improve from 0.29088 131/400 [========>.....................] - ETA: 2:34 - loss: 0.6433 - dice_coefficient: 0.6863 Epoch 6: loss did not improve from 0.29088 132/400 [========>.....................] - ETA: 2:34 - loss: 0.6481 - dice_coefficient: 0.6834 Epoch 6: loss did not improve from 0.29088 133/400 [========>.....................] - ETA: 2:33 - loss: 0.6467 - dice_coefficient: 0.6834 Epoch 6: loss did not improve from 0.29088 134/400 [=========>....................] - ETA: 2:33 - loss: 0.6437 - dice_coefficient: 0.6849 Epoch 6: loss did not improve from 0.29088 135/400 [=========>....................] - ETA: 2:32 - loss: 0.6448 - dice_coefficient: 0.6834 Epoch 6: loss did not improve from 0.29088 136/400 [=========>....................] - ETA: 2:31 - loss: 0.6419 - dice_coefficient: 0.6846 Epoch 6: loss did not improve from 0.29088 137/400 [=========>....................] - ETA: 2:31 - loss: 0.6397 - dice_coefficient: 0.6850 Epoch 6: loss did not improve from 0.29088 138/400 [=========>....................] - ETA: 2:30 - loss: 0.6377 - dice_coefficient: 0.6854 Epoch 6: loss did not improve from 0.29088 139/400 [=========>....................] - ETA: 2:30 - loss: 0.6399 - dice_coefficient: 0.6835 Epoch 6: loss did not improve from 0.29088 140/400 [=========>....................] - ETA: 2:29 - loss: 0.6422 - dice_coefficient: 0.6822 Epoch 6: loss did not improve from 0.29088 141/400 [=========>....................] - ETA: 2:28 - loss: 0.6405 - dice_coefficient: 0.6825 Epoch 6: loss did not improve from 0.29088 142/400 [=========>....................] - ETA: 2:28 - loss: 0.6379 - dice_coefficient: 0.6839 Epoch 6: loss did not improve from 0.29088 143/400 [=========>....................] - ETA: 2:27 - loss: 0.6353 - dice_coefficient: 0.6852 Epoch 6: loss did not improve from 0.29088 144/400 [=========>....................] - ETA: 2:27 - loss: 0.6322 - dice_coefficient: 0.6866 Epoch 6: loss did not improve from 0.29088 145/400 [=========>....................] - ETA: 2:26 - loss: 0.6297 - dice_coefficient: 0.6879 Epoch 6: loss did not improve from 0.29088 146/400 [=========>....................] - ETA: 2:26 - loss: 0.6289 - dice_coefficient: 0.6879 Epoch 6: loss did not improve from 0.29088 147/400 [==========>...................] - ETA: 2:25 - loss: 0.6262 - dice_coefficient: 0.6892 Epoch 6: loss did not improve from 0.29088 148/400 [==========>...................] - ETA: 2:24 - loss: 0.6236 - dice_coefficient: 0.6903 Epoch 6: loss did not improve from 0.29088 149/400 [==========>...................] - ETA: 2:24 - loss: 0.6234 - dice_coefficient: 0.6897 Epoch 6: loss did not improve from 0.29088 150/400 [==========>...................] - ETA: 2:23 - loss: 0.6220 - dice_coefficient: 0.6900 Epoch 6: loss did not improve from 0.29088 151/400 [==========>...................] - ETA: 2:23 - loss: 0.6202 - dice_coefficient: 0.6905 Epoch 6: loss did not improve from 0.29088 152/400 [==========>...................] - ETA: 2:22 - loss: 0.6214 - dice_coefficient: 0.6892 Epoch 6: loss did not improve from 0.29088 153/400 [==========>...................] - ETA: 2:21 - loss: 0.6200 - dice_coefficient: 0.6896 Epoch 6: loss did not improve from 0.29088 154/400 [==========>...................] - ETA: 2:21 - loss: 0.6172 - dice_coefficient: 0.6912 Epoch 6: loss did not improve from 0.29088 155/400 [==========>...................] - ETA: 2:20 - loss: 0.6172 - dice_coefficient: 0.6907 Epoch 6: loss did not improve from 0.29088 156/400 [==========>...................] - ETA: 2:20 - loss: 0.6189 - dice_coefficient: 0.6892 Epoch 6: loss did not improve from 0.29088 157/400 [==========>...................] - ETA: 2:19 - loss: 0.6184 - dice_coefficient: 0.6902 Epoch 6: loss did not improve from 0.29088 158/400 [==========>...................] - ETA: 2:19 - loss: 0.6166 - dice_coefficient: 0.6909 Epoch 6: loss did not improve from 0.29088 159/400 [==========>...................] - ETA: 2:18 - loss: 0.6143 - dice_coefficient: 0.6917 Epoch 6: loss did not improve from 0.29088 160/400 [===========>..................] - ETA: 2:17 - loss: 0.6130 - dice_coefficient: 0.6919 Epoch 6: loss did not improve from 0.29088 161/400 [===========>..................] - ETA: 2:17 - loss: 0.6126 - dice_coefficient: 0.6914 Epoch 6: loss did not improve from 0.29088 162/400 [===========>..................] - ETA: 2:16 - loss: 0.6108 - dice_coefficient: 0.6923 Epoch 6: loss did not improve from 0.29088 163/400 [===========>..................] - ETA: 2:16 - loss: 0.6104 - dice_coefficient: 0.6922 Epoch 6: loss did not improve from 0.29088 164/400 [===========>..................] - ETA: 2:15 - loss: 0.6088 - dice_coefficient: 0.6927 Epoch 6: loss did not improve from 0.29088 165/400 [===========>..................] - ETA: 2:15 - loss: 0.6077 - dice_coefficient: 0.6928 Epoch 6: loss did not improve from 0.29088 166/400 [===========>..................] - ETA: 2:14 - loss: 0.6059 - dice_coefficient: 0.6933 Epoch 6: loss did not improve from 0.29088 167/400 [===========>..................] - ETA: 2:13 - loss: 0.6122 - dice_coefficient: 0.6904 Epoch 6: loss did not improve from 0.29088 168/400 [===========>..................] - ETA: 2:13 - loss: 0.6137 - dice_coefficient: 0.6891 Epoch 6: loss did not improve from 0.29088 169/400 [===========>..................] - ETA: 2:12 - loss: 0.6117 - dice_coefficient: 0.6899 Epoch 6: loss did not improve from 0.29088 170/400 [===========>..................] - ETA: 2:12 - loss: 0.6147 - dice_coefficient: 0.6884 Epoch 6: loss did not improve from 0.29088 171/400 [===========>..................] - ETA: 2:11 - loss: 0.6128 - dice_coefficient: 0.6894 Epoch 6: loss did not improve from 0.29088 172/400 [===========>..................] - ETA: 2:11 - loss: 0.6104 - dice_coefficient: 0.6905 Epoch 6: loss did not improve from 0.29088 173/400 [===========>..................] - ETA: 2:10 - loss: 0.6088 - dice_coefficient: 0.6909 Epoch 6: loss did not improve from 0.29088 174/400 [============>.................] - ETA: 2:09 - loss: 0.6061 - dice_coefficient: 0.6923 Epoch 6: loss did not improve from 0.29088 175/400 [============>.................] - ETA: 2:09 - loss: 0.6109 - dice_coefficient: 0.6898 Epoch 6: loss did not improve from 0.29088 176/400 [============>.................] - ETA: 2:08 - loss: 0.6097 - dice_coefficient: 0.6901 Epoch 6: loss did not improve from 0.29088 177/400 [============>.................] - ETA: 2:08 - loss: 0.6079 - dice_coefficient: 0.6909 Epoch 6: loss did not improve from 0.29088 178/400 [============>.................] - ETA: 2:07 - loss: 0.6068 - dice_coefficient: 0.6911 Epoch 6: loss did not improve from 0.29088 179/400 [============>.................] - ETA: 2:06 - loss: 0.6052 - dice_coefficient: 0.6916 Epoch 6: loss did not improve from 0.29088 180/400 [============>.................] - ETA: 2:06 - loss: 0.6057 - dice_coefficient: 0.6908 Epoch 6: loss did not improve from 0.29088 181/400 [============>.................] - ETA: 2:05 - loss: 0.6042 - dice_coefficient: 0.6915 Epoch 6: loss did not improve from 0.29088 182/400 [============>.................] - ETA: 2:05 - loss: 0.6020 - dice_coefficient: 0.6924 Epoch 6: loss did not improve from 0.29088 183/400 [============>.................] - ETA: 2:04 - loss: 0.6013 - dice_coefficient: 0.6928 Epoch 6: loss did not improve from 0.29088 184/400 [============>.................] - ETA: 2:04 - loss: 0.6078 - dice_coefficient: 0.6901 Epoch 6: loss did not improve from 0.29088 185/400 [============>.................] - ETA: 2:03 - loss: 0.6087 - dice_coefficient: 0.6892 Epoch 6: loss did not improve from 0.29088 186/400 [============>.................] - ETA: 2:02 - loss: 0.6066 - dice_coefficient: 0.6903 Epoch 6: loss did not improve from 0.29088 187/400 [=============>................] - ETA: 2:02 - loss: 0.6090 - dice_coefficient: 0.6886 Epoch 6: loss did not improve from 0.29088 188/400 [=============>................] - ETA: 2:01 - loss: 0.6075 - dice_coefficient: 0.6893 Epoch 6: loss did not improve from 0.29088 189/400 [=============>................] - ETA: 2:01 - loss: 0.6061 - dice_coefficient: 0.6896 Epoch 6: loss did not improve from 0.29088 190/400 [=============>................] - ETA: 2:00 - loss: 0.6045 - dice_coefficient: 0.6900 Epoch 6: loss did not improve from 0.29088 191/400 [=============>................] - ETA: 2:00 - loss: 0.6035 - dice_coefficient: 0.6902 Epoch 6: loss did not improve from 0.29088 192/400 [=============>................] - ETA: 1:59 - loss: 0.6031 - dice_coefficient: 0.6902 Epoch 6: loss did not improve from 0.29088 193/400 [=============>................] - ETA: 1:59 - loss: 0.6030 - dice_coefficient: 0.6897 Epoch 6: loss did not improve from 0.29088 194/400 [=============>................] - ETA: 1:58 - loss: 0.6029 - dice_coefficient: 0.6893 Epoch 6: loss did not improve from 0.29088 195/400 [=============>................] - ETA: 1:57 - loss: 0.6034 - dice_coefficient: 0.6887 Epoch 6: loss did not improve from 0.29088 196/400 [=============>................] - ETA: 1:57 - loss: 0.6035 - dice_coefficient: 0.6882 Epoch 6: loss did not improve from 0.29088 197/400 [=============>................] - ETA: 1:56 - loss: 0.6094 - dice_coefficient: 0.6858 Epoch 6: loss did not improve from 0.29088 198/400 [=============>................] - ETA: 1:56 - loss: 0.6081 - dice_coefficient: 0.6860 Epoch 6: loss did not improve from 0.29088 199/400 [=============>................] - ETA: 1:55 - loss: 0.6077 - dice_coefficient: 0.6857 Epoch 6: loss did not improve from 0.29088 200/400 [==============>...............] - ETA: 1:54 - loss: 0.6078 - dice_coefficient: 0.6852 Epoch 6: loss did not improve from 0.29088 201/400 [==============>...............] - ETA: 1:54 - loss: 0.6068 - dice_coefficient: 0.6854 Epoch 6: loss did not improve from 0.29088 202/400 [==============>...............] - ETA: 1:53 - loss: 0.6054 - dice_coefficient: 0.6860 Epoch 6: loss did not improve from 0.29088 203/400 [==============>...............] - ETA: 1:53 - loss: 0.6044 - dice_coefficient: 0.6860 Epoch 6: loss did not improve from 0.29088 204/400 [==============>...............] - ETA: 1:52 - loss: 0.6025 - dice_coefficient: 0.6868 Epoch 6: loss did not improve from 0.29088 205/400 [==============>...............] - ETA: 1:52 - loss: 0.6012 - dice_coefficient: 0.6878 Epoch 6: loss did not improve from 0.29088 206/400 [==============>...............] - ETA: 1:51 - loss: 0.6002 - dice_coefficient: 0.6882 Epoch 6: loss did not improve from 0.29088 207/400 [==============>...............] - ETA: 1:50 - loss: 0.6001 - dice_coefficient: 0.6878 Epoch 6: loss did not improve from 0.29088 208/400 [==============>...............] - ETA: 1:50 - loss: 0.5986 - dice_coefficient: 0.6887 Epoch 6: loss did not improve from 0.29088 209/400 [==============>...............] - ETA: 1:49 - loss: 0.5988 - dice_coefficient: 0.6882 Epoch 6: loss did not improve from 0.29088 210/400 [==============>...............] - ETA: 1:49 - loss: 0.5979 - dice_coefficient: 0.6884 Epoch 6: loss did not improve from 0.29088 211/400 [==============>...............] - ETA: 1:48 - loss: 0.6002 - dice_coefficient: 0.6875 Epoch 6: loss did not improve from 0.29088 212/400 [==============>...............] - ETA: 1:48 - loss: 0.5992 - dice_coefficient: 0.6880 Epoch 6: loss did not improve from 0.29088 213/400 [==============>...............] - ETA: 1:47 - loss: 0.6005 - dice_coefficient: 0.6868 Epoch 6: loss did not improve from 0.29088 214/400 [===============>..............] - ETA: 1:46 - loss: 0.5997 - dice_coefficient: 0.6868 Epoch 6: loss did not improve from 0.29088 215/400 [===============>..............] - ETA: 1:46 - loss: 0.5990 - dice_coefficient: 0.6871 Epoch 6: loss did not improve from 0.29088 216/400 [===============>..............] - ETA: 1:45 - loss: 0.5986 - dice_coefficient: 0.6869 Epoch 6: loss did not improve from 0.29088 217/400 [===============>..............] - ETA: 1:45 - loss: 0.5968 - dice_coefficient: 0.6879 Epoch 6: loss did not improve from 0.29088 218/400 [===============>..............] - ETA: 1:44 - loss: 0.5960 - dice_coefficient: 0.6883 Epoch 6: loss did not improve from 0.29088 219/400 [===============>..............] - ETA: 1:43 - loss: 0.5951 - dice_coefficient: 0.6883 Epoch 6: loss did not improve from 0.29088 220/400 [===============>..............] - ETA: 1:43 - loss: 0.5941 - dice_coefficient: 0.6886 Epoch 6: loss did not improve from 0.29088 221/400 [===============>..............] - ETA: 1:42 - loss: 0.5948 - dice_coefficient: 0.6879 Epoch 6: loss did not improve from 0.29088 222/400 [===============>..............] - ETA: 1:42 - loss: 0.5937 - dice_coefficient: 0.6881 Epoch 6: loss did not improve from 0.29088 223/400 [===============>..............] - ETA: 1:41 - loss: 0.5941 - dice_coefficient: 0.6877 Epoch 6: loss did not improve from 0.29088 224/400 [===============>..............] - ETA: 1:41 - loss: 0.5941 - dice_coefficient: 0.6873 Epoch 6: loss did not improve from 0.29088 225/400 [===============>..............] - ETA: 1:40 - loss: 0.5928 - dice_coefficient: 0.6877 Epoch 6: loss did not improve from 0.29088 226/400 [===============>..............] - ETA: 1:39 - loss: 0.5917 - dice_coefficient: 0.6884 Epoch 6: loss did not improve from 0.29088 227/400 [================>.............] - ETA: 1:39 - loss: 0.5913 - dice_coefficient: 0.6884 Epoch 6: loss did not improve from 0.29088 228/400 [================>.............] - ETA: 1:38 - loss: 0.5898 - dice_coefficient: 0.6892 Epoch 6: loss did not improve from 0.29088 229/400 [================>.............] - ETA: 1:38 - loss: 0.5900 - dice_coefficient: 0.6886 Epoch 6: loss did not improve from 0.29088 230/400 [================>.............] - ETA: 1:37 - loss: 0.5885 - dice_coefficient: 0.6892 Epoch 6: loss did not improve from 0.29088 231/400 [================>.............] - ETA: 1:37 - loss: 0.5872 - dice_coefficient: 0.6898 Epoch 6: loss did not improve from 0.29088 232/400 [================>.............] - ETA: 1:36 - loss: 0.5869 - dice_coefficient: 0.6897 Epoch 6: loss did not improve from 0.29088 233/400 [================>.............] - ETA: 1:35 - loss: 0.5867 - dice_coefficient: 0.6894 Epoch 6: loss did not improve from 0.29088 234/400 [================>.............] - ETA: 1:35 - loss: 0.5859 - dice_coefficient: 0.6896 Epoch 6: loss did not improve from 0.29088 235/400 [================>.............] - ETA: 1:34 - loss: 0.5879 - dice_coefficient: 0.6883 Epoch 6: loss did not improve from 0.29088 236/400 [================>.............] - ETA: 1:34 - loss: 0.5875 - dice_coefficient: 0.6882 Epoch 6: loss did not improve from 0.29088 237/400 [================>.............] - ETA: 1:33 - loss: 0.5891 - dice_coefficient: 0.6870 Epoch 6: loss did not improve from 0.29088 238/400 [================>.............] - ETA: 1:33 - loss: 0.5891 - dice_coefficient: 0.6866 Epoch 6: loss did not improve from 0.29088 239/400 [================>.............] - ETA: 1:32 - loss: 0.5893 - dice_coefficient: 0.6861 Epoch 6: loss did not improve from 0.29088 240/400 [=================>............] - ETA: 1:31 - loss: 0.5882 - dice_coefficient: 0.6865 Epoch 6: loss did not improve from 0.29088 241/400 [=================>............] - ETA: 1:31 - loss: 0.5869 - dice_coefficient: 0.6871 Epoch 6: loss did not improve from 0.29088 242/400 [=================>............] - ETA: 1:30 - loss: 0.5867 - dice_coefficient: 0.6869 Epoch 6: loss did not improve from 0.29088 243/400 [=================>............] - ETA: 1:30 - loss: 0.5855 - dice_coefficient: 0.6874 Epoch 6: loss did not improve from 0.29088 244/400 [=================>............] - ETA: 1:29 - loss: 0.5847 - dice_coefficient: 0.6880 Epoch 6: loss did not improve from 0.29088 245/400 [=================>............] - ETA: 1:28 - loss: 0.5840 - dice_coefficient: 0.6887 Epoch 6: loss did not improve from 0.29088 246/400 [=================>............] - ETA: 1:28 - loss: 0.5837 - dice_coefficient: 0.6885 Epoch 6: loss did not improve from 0.29088 247/400 [=================>............] - ETA: 1:27 - loss: 0.5821 - dice_coefficient: 0.6894 Epoch 6: loss did not improve from 0.29088 248/400 [=================>............] - ETA: 1:27 - loss: 0.5817 - dice_coefficient: 0.6894 Epoch 6: loss did not improve from 0.29088 249/400 [=================>............] - ETA: 1:26 - loss: 0.5820 - dice_coefficient: 0.6890 Epoch 6: loss did not improve from 0.29088 250/400 [=================>............] - ETA: 1:26 - loss: 0.5850 - dice_coefficient: 0.6874 Epoch 6: loss did not improve from 0.29088 251/400 [=================>............] - ETA: 1:25 - loss: 0.5832 - dice_coefficient: 0.6884 Epoch 6: loss did not improve from 0.29088 252/400 [=================>............] - ETA: 1:24 - loss: 0.5860 - dice_coefficient: 0.6869 Epoch 6: loss did not improve from 0.29088 253/400 [=================>............] - ETA: 1:24 - loss: 0.5863 - dice_coefficient: 0.6866 Epoch 6: loss did not improve from 0.29088 254/400 [==================>...........] - ETA: 1:23 - loss: 0.5890 - dice_coefficient: 0.6851 Epoch 6: loss did not improve from 0.29088 255/400 [==================>...........] - ETA: 1:23 - loss: 0.5881 - dice_coefficient: 0.6858 Epoch 6: loss did not improve from 0.29088 256/400 [==================>...........] - ETA: 1:22 - loss: 0.5885 - dice_coefficient: 0.6853 Epoch 6: loss did not improve from 0.29088 257/400 [==================>...........] - ETA: 1:22 - loss: 0.5885 - dice_coefficient: 0.6850 Epoch 6: loss did not improve from 0.29088 258/400 [==================>...........] - ETA: 1:21 - loss: 0.5872 - dice_coefficient: 0.6857 Epoch 6: loss did not improve from 0.29088 259/400 [==================>...........] - ETA: 1:21 - loss: 0.5864 - dice_coefficient: 0.6862 Epoch 6: loss did not improve from 0.29088 260/400 [==================>...........] - ETA: 1:20 - loss: 0.5851 - dice_coefficient: 0.6867 Epoch 6: loss did not improve from 0.29088 261/400 [==================>...........] - ETA: 1:19 - loss: 0.5840 - dice_coefficient: 0.6873 Epoch 6: loss did not improve from 0.29088 262/400 [==================>...........] - ETA: 1:19 - loss: 0.5842 - dice_coefficient: 0.6869 Epoch 6: loss did not improve from 0.29088 263/400 [==================>...........] - ETA: 1:18 - loss: 0.5829 - dice_coefficient: 0.6874 Epoch 6: loss did not improve from 0.29088 264/400 [==================>...........] - ETA: 1:18 - loss: 0.5844 - dice_coefficient: 0.6864 Epoch 6: loss did not improve from 0.29088 265/400 [==================>...........] - ETA: 1:17 - loss: 0.5881 - dice_coefficient: 0.6847 Epoch 6: loss did not improve from 0.29088 266/400 [==================>...........] - ETA: 1:17 - loss: 0.5915 - dice_coefficient: 0.6830 Epoch 6: loss did not improve from 0.29088 267/400 [===================>..........] - ETA: 1:16 - loss: 0.5903 - dice_coefficient: 0.6834 Epoch 6: loss did not improve from 0.29088 268/400 [===================>..........] - ETA: 1:15 - loss: 0.5904 - dice_coefficient: 0.6832 Epoch 6: loss did not improve from 0.29088 269/400 [===================>..........] - ETA: 1:15 - loss: 0.5908 - dice_coefficient: 0.6830 Epoch 6: loss did not improve from 0.29088 270/400 [===================>..........] - ETA: 1:14 - loss: 0.5905 - dice_coefficient: 0.6831 Epoch 6: loss did not improve from 0.29088 271/400 [===================>..........] - ETA: 1:14 - loss: 0.5906 - dice_coefficient: 0.6827 Epoch 6: loss did not improve from 0.29088 272/400 [===================>..........] - ETA: 1:13 - loss: 0.5902 - dice_coefficient: 0.6829 Epoch 6: loss did not improve from 0.29088 273/400 [===================>..........] - ETA: 1:13 - loss: 0.5890 - dice_coefficient: 0.6833 Epoch 6: loss did not improve from 0.29088 274/400 [===================>..........] - ETA: 1:12 - loss: 0.5878 - dice_coefficient: 0.6838 Epoch 6: loss did not improve from 0.29088 275/400 [===================>..........] - ETA: 1:11 - loss: 0.5906 - dice_coefficient: 0.6824 Epoch 6: loss did not improve from 0.29088 276/400 [===================>..........] - ETA: 1:11 - loss: 0.5891 - dice_coefficient: 0.6832 Epoch 6: loss did not improve from 0.29088 277/400 [===================>..........] - ETA: 1:10 - loss: 0.5878 - dice_coefficient: 0.6838 Epoch 6: loss did not improve from 0.29088 278/400 [===================>..........] - ETA: 1:10 - loss: 0.5870 - dice_coefficient: 0.6842 Epoch 6: loss did not improve from 0.29088 279/400 [===================>..........] - ETA: 1:09 - loss: 0.5861 - dice_coefficient: 0.6848 Epoch 6: loss did not improve from 0.29088 280/400 [====================>.........] - ETA: 1:08 - loss: 0.5853 - dice_coefficient: 0.6852 Epoch 6: loss did not improve from 0.29088 281/400 [====================>.........] - ETA: 1:08 - loss: 0.5858 - dice_coefficient: 0.6848 Epoch 6: loss did not improve from 0.29088 282/400 [====================>.........] - ETA: 1:07 - loss: 0.5851 - dice_coefficient: 0.6850 Epoch 6: loss did not improve from 0.29088 283/400 [====================>.........] - ETA: 1:07 - loss: 0.5838 - dice_coefficient: 0.6856 Epoch 6: loss did not improve from 0.29088 284/400 [====================>.........] - ETA: 1:06 - loss: 0.5834 - dice_coefficient: 0.6858 Epoch 6: loss did not improve from 0.29088 285/400 [====================>.........] - ETA: 1:06 - loss: 0.5826 - dice_coefficient: 0.6860 Epoch 6: loss did not improve from 0.29088 286/400 [====================>.........] - ETA: 1:05 - loss: 0.5812 - dice_coefficient: 0.6868 Epoch 6: loss did not improve from 0.29088 287/400 [====================>.........] - ETA: 1:04 - loss: 0.5813 - dice_coefficient: 0.6867 Epoch 6: loss did not improve from 0.29088 288/400 [====================>.........] - ETA: 1:04 - loss: 0.5800 - dice_coefficient: 0.6874 Epoch 6: loss did not improve from 0.29088 289/400 [====================>.........] - ETA: 1:03 - loss: 0.5787 - dice_coefficient: 0.6880 Epoch 6: loss did not improve from 0.29088 290/400 [====================>.........] - ETA: 1:03 - loss: 0.5772 - dice_coefficient: 0.6887 Epoch 6: loss did not improve from 0.29088 291/400 [====================>.........] - ETA: 1:02 - loss: 0.5762 - dice_coefficient: 0.6891 Epoch 6: loss did not improve from 0.29088 292/400 [====================>.........] - ETA: 1:02 - loss: 0.5759 - dice_coefficient: 0.6894 Epoch 6: loss did not improve from 0.29088 293/400 [====================>.........] - ETA: 1:01 - loss: 0.5757 - dice_coefficient: 0.6893 Epoch 6: loss did not improve from 0.29088 294/400 [=====================>........] - ETA: 1:00 - loss: 0.5749 - dice_coefficient: 0.6897 Epoch 6: loss did not improve from 0.29088 295/400 [=====================>........] - ETA: 1:00 - loss: 0.5742 - dice_coefficient: 0.6900 Epoch 6: loss did not improve from 0.29088 296/400 [=====================>........] - ETA: 59s - loss: 0.5751 - dice_coefficient: 0.6900 Epoch 6: loss did not improve from 0.29088 297/400 [=====================>........] - ETA: 59s - loss: 0.5749 - dice_coefficient: 0.6902 Epoch 6: loss did not improve from 0.29088 298/400 [=====================>........] - ETA: 58s - loss: 0.5755 - dice_coefficient: 0.6895 Epoch 6: loss did not improve from 0.29088 299/400 [=====================>........] - ETA: 58s - loss: 0.5748 - dice_coefficient: 0.6900 Epoch 6: loss did not improve from 0.29088 300/400 [=====================>........] - ETA: 57s - loss: 0.5746 - dice_coefficient: 0.6900 Epoch 6: loss did not improve from 0.29088 301/400 [=====================>........] - ETA: 56s - loss: 0.5741 - dice_coefficient: 0.6901 Epoch 6: loss did not improve from 0.29088 302/400 [=====================>........] - ETA: 56s - loss: 0.5746 - dice_coefficient: 0.6895 Epoch 6: loss did not improve from 0.29088 303/400 [=====================>........] - ETA: 55s - loss: 0.5732 - dice_coefficient: 0.6903 Epoch 6: loss did not improve from 0.29088 304/400 [=====================>........] - ETA: 55s - loss: 0.5724 - dice_coefficient: 0.6905 Epoch 6: loss did not improve from 0.29088 305/400 [=====================>........] - ETA: 54s - loss: 0.5718 - dice_coefficient: 0.6906 Epoch 6: loss did not improve from 0.29088 306/400 [=====================>........] - ETA: 54s - loss: 0.5711 - dice_coefficient: 0.6909 Epoch 6: loss did not improve from 0.29088 307/400 [======================>.......] - ETA: 53s - loss: 0.5700 - dice_coefficient: 0.6915 Epoch 6: loss did not improve from 0.29088 308/400 [======================>.......] - ETA: 52s - loss: 0.5692 - dice_coefficient: 0.6918 Epoch 6: loss did not improve from 0.29088 309/400 [======================>.......] - ETA: 52s - loss: 0.5712 - dice_coefficient: 0.6907 Epoch 6: loss did not improve from 0.29088 310/400 [======================>.......] - ETA: 51s - loss: 0.5702 - dice_coefficient: 0.6913 Epoch 6: loss did not improve from 0.29088 311/400 [======================>.......] - ETA: 51s - loss: 0.5708 - dice_coefficient: 0.6906 Epoch 6: loss did not improve from 0.29088 312/400 [======================>.......] - ETA: 50s - loss: 0.5698 - dice_coefficient: 0.6912 Epoch 6: loss did not improve from 0.29088 313/400 [======================>.......] - ETA: 49s - loss: 0.5687 - dice_coefficient: 0.6918 Epoch 6: loss did not improve from 0.29088 314/400 [======================>.......] - ETA: 49s - loss: 0.5675 - dice_coefficient: 0.6924 Epoch 6: loss did not improve from 0.29088 315/400 [======================>.......] - ETA: 48s - loss: 0.5661 - dice_coefficient: 0.6932 Epoch 6: loss did not improve from 0.29088 316/400 [======================>.......] - ETA: 48s - loss: 0.5656 - dice_coefficient: 0.6932 Epoch 6: loss did not improve from 0.29088 317/400 [======================>.......] - ETA: 47s - loss: 0.5654 - dice_coefficient: 0.6932 Epoch 6: loss did not improve from 0.29088 318/400 [======================>.......] - ETA: 47s - loss: 0.5647 - dice_coefficient: 0.6936 Epoch 6: loss did not improve from 0.29088 319/400 [======================>.......] - ETA: 46s - loss: 0.5718 - dice_coefficient: 0.6917 Epoch 6: loss did not improve from 0.29088 320/400 [=======================>......] - ETA: 45s - loss: 0.5727 - dice_coefficient: 0.6909 Epoch 6: loss did not improve from 0.29088 321/400 [=======================>......] - ETA: 45s - loss: 0.5714 - dice_coefficient: 0.6916 Epoch 6: loss did not improve from 0.29088 322/400 [=======================>......] - ETA: 44s - loss: 0.5713 - dice_coefficient: 0.6916 Epoch 6: loss did not improve from 0.29088 323/400 [=======================>......] - ETA: 44s - loss: 0.5705 - dice_coefficient: 0.6919 Epoch 6: loss did not improve from 0.29088 324/400 [=======================>......] - ETA: 43s - loss: 0.5696 - dice_coefficient: 0.6922 Epoch 6: loss did not improve from 0.29088 325/400 [=======================>......] - ETA: 43s - loss: 0.5689 - dice_coefficient: 0.6923 Epoch 6: loss did not improve from 0.29088 326/400 [=======================>......] - ETA: 42s - loss: 0.5681 - dice_coefficient: 0.6926 Epoch 6: loss did not improve from 0.29088 327/400 [=======================>......] - ETA: 41s - loss: 0.5675 - dice_coefficient: 0.6930 Epoch 6: loss did not improve from 0.29088 328/400 [=======================>......] - ETA: 41s - loss: 0.5666 - dice_coefficient: 0.6934 Epoch 6: loss did not improve from 0.29088 329/400 [=======================>......] - ETA: 40s - loss: 0.5684 - dice_coefficient: 0.6924 Epoch 6: loss did not improve from 0.29088 330/400 [=======================>......] - ETA: 40s - loss: 0.5691 - dice_coefficient: 0.6917 Epoch 6: loss did not improve from 0.29088 331/400 [=======================>......] - ETA: 39s - loss: 0.5683 - dice_coefficient: 0.6921 Epoch 6: loss did not improve from 0.29088 332/400 [=======================>......] - ETA: 39s - loss: 0.5677 - dice_coefficient: 0.6924 Epoch 6: loss did not improve from 0.29088 333/400 [=======================>......] - ETA: 38s - loss: 0.5705 - dice_coefficient: 0.6910 Epoch 6: loss did not improve from 0.29088 334/400 [========================>.....] - ETA: 37s - loss: 0.5705 - dice_coefficient: 0.6907 Epoch 6: loss did not improve from 0.29088 335/400 [========================>.....] - ETA: 37s - loss: 0.5734 - dice_coefficient: 0.6894 Epoch 6: loss did not improve from 0.29088 336/400 [========================>.....] - ETA: 36s - loss: 0.5728 - dice_coefficient: 0.6897 Epoch 6: loss did not improve from 0.29088 337/400 [========================>.....] - ETA: 36s - loss: 0.5729 - dice_coefficient: 0.6893 Epoch 6: loss did not improve from 0.29088 338/400 [========================>.....] - ETA: 35s - loss: 0.5719 - dice_coefficient: 0.6898 Epoch 6: loss did not improve from 0.29088 339/400 [========================>.....] - ETA: 35s - loss: 0.5712 - dice_coefficient: 0.6900 Epoch 6: loss did not improve from 0.29088 340/400 [========================>.....] - ETA: 34s - loss: 0.5707 - dice_coefficient: 0.6904 Epoch 6: loss did not improve from 0.29088 341/400 [========================>.....] - ETA: 33s - loss: 0.5700 - dice_coefficient: 0.6908 Epoch 6: loss did not improve from 0.29088 342/400 [========================>.....] - ETA: 33s - loss: 0.5690 - dice_coefficient: 0.6913 Epoch 6: loss did not improve from 0.29088 343/400 [========================>.....] - ETA: 32s - loss: 0.5711 - dice_coefficient: 0.6902 Epoch 6: loss did not improve from 0.29088 344/400 [========================>.....] - ETA: 32s - loss: 0.5706 - dice_coefficient: 0.6904 Epoch 6: loss did not improve from 0.29088 345/400 [========================>.....] - ETA: 31s - loss: 0.5702 - dice_coefficient: 0.6909 Epoch 6: loss did not improve from 0.29088 346/400 [========================>.....] - ETA: 31s - loss: 0.5706 - dice_coefficient: 0.6905 Epoch 6: loss did not improve from 0.29088 347/400 [=========================>....] - ETA: 30s - loss: 0.5714 - dice_coefficient: 0.6899 Epoch 6: loss did not improve from 0.29088 348/400 [=========================>....] - ETA: 29s - loss: 0.5704 - dice_coefficient: 0.6904 Epoch 6: loss did not improve from 0.29088 349/400 [=========================>....] - ETA: 29s - loss: 0.5697 - dice_coefficient: 0.6909 Epoch 6: loss did not improve from 0.29088 350/400 [=========================>....] - ETA: 28s - loss: 0.5686 - dice_coefficient: 0.6916 Epoch 6: loss did not improve from 0.29088 351/400 [=========================>....] - ETA: 28s - loss: 0.5681 - dice_coefficient: 0.6916 Epoch 6: loss did not improve from 0.29088 352/400 [=========================>....] - ETA: 27s - loss: 0.5676 - dice_coefficient: 0.6918 Epoch 6: loss did not improve from 0.29088 353/400 [=========================>....] - ETA: 27s - loss: 0.5670 - dice_coefficient: 0.6920 Epoch 6: loss did not improve from 0.29088 354/400 [=========================>....] - ETA: 26s - loss: 0.5660 - dice_coefficient: 0.6924 Epoch 6: loss did not improve from 0.29088 355/400 [=========================>....] - ETA: 25s - loss: 0.5655 - dice_coefficient: 0.6928 Epoch 6: loss did not improve from 0.29088 356/400 [=========================>....] - ETA: 25s - loss: 0.5650 - dice_coefficient: 0.6931 Epoch 6: loss did not improve from 0.29088 357/400 [=========================>....] - ETA: 24s - loss: 0.5658 - dice_coefficient: 0.6925 Epoch 6: loss did not improve from 0.29088 358/400 [=========================>....] - ETA: 24s - loss: 0.5655 - dice_coefficient: 0.6924 Epoch 6: loss did not improve from 0.29088 359/400 [=========================>....] - ETA: 23s - loss: 0.5645 - dice_coefficient: 0.6929 Epoch 6: loss did not improve from 0.29088 360/400 [==========================>...] - ETA: 22s - loss: 0.5635 - dice_coefficient: 0.6933 Epoch 6: loss did not improve from 0.29088 361/400 [==========================>...] - ETA: 22s - loss: 0.5629 - dice_coefficient: 0.6938 Epoch 6: loss did not improve from 0.29088 362/400 [==========================>...] - ETA: 21s - loss: 0.5623 - dice_coefficient: 0.6940 Epoch 6: loss did not improve from 0.29088 363/400 [==========================>...] - ETA: 21s - loss: 0.5620 - dice_coefficient: 0.6940 Epoch 6: loss did not improve from 0.29088 364/400 [==========================>...] - ETA: 20s - loss: 0.5616 - dice_coefficient: 0.6943 Epoch 6: loss did not improve from 0.29088 365/400 [==========================>...] - ETA: 20s - loss: 0.5628 - dice_coefficient: 0.6936 Epoch 6: loss did not improve from 0.29088 366/400 [==========================>...] - ETA: 19s - loss: 0.5622 - dice_coefficient: 0.6939 Epoch 6: loss did not improve from 0.29088 367/400 [==========================>...] - ETA: 18s - loss: 0.5613 - dice_coefficient: 0.6944 Epoch 6: loss did not improve from 0.29088 368/400 [==========================>...] - ETA: 18s - loss: 0.5618 - dice_coefficient: 0.6939 Epoch 6: loss did not improve from 0.29088 369/400 [==========================>...] - ETA: 17s - loss: 0.5618 - dice_coefficient: 0.6936 Epoch 6: loss did not improve from 0.29088 370/400 [==========================>...] - ETA: 17s - loss: 0.5617 - dice_coefficient: 0.6934 Epoch 6: loss did not improve from 0.29088 371/400 [==========================>...] - ETA: 16s - loss: 0.5610 - dice_coefficient: 0.6937 Epoch 6: loss did not improve from 0.29088 372/400 [==========================>...] - ETA: 16s - loss: 0.5604 - dice_coefficient: 0.6939 Epoch 6: loss did not improve from 0.29088 373/400 [==========================>...] - ETA: 15s - loss: 0.5596 - dice_coefficient: 0.6943 Epoch 6: loss did not improve from 0.29088 374/400 [===========================>..] - ETA: 14s - loss: 0.5623 - dice_coefficient: 0.6931 Epoch 6: loss did not improve from 0.29088 375/400 [===========================>..] - ETA: 14s - loss: 0.5620 - dice_coefficient: 0.6930 Epoch 6: loss did not improve from 0.29088 376/400 [===========================>..] - ETA: 13s - loss: 0.5610 - dice_coefficient: 0.6935 Epoch 6: loss did not improve from 0.29088 377/400 [===========================>..] - ETA: 13s - loss: 0.5603 - dice_coefficient: 0.6939 Epoch 6: loss did not improve from 0.29088 378/400 [===========================>..] - ETA: 12s - loss: 0.5594 - dice_coefficient: 0.6944 Epoch 6: loss did not improve from 0.29088 379/400 [===========================>..] - ETA: 12s - loss: 0.5588 - dice_coefficient: 0.6948 Epoch 6: loss did not improve from 0.29088 380/400 [===========================>..] - ETA: 11s - loss: 0.5586 - dice_coefficient: 0.6947 Epoch 6: loss did not improve from 0.29088 381/400 [===========================>..] - ETA: 10s - loss: 0.5596 - dice_coefficient: 0.6942 Epoch 6: loss did not improve from 0.29088 382/400 [===========================>..] - ETA: 10s - loss: 0.5587 - dice_coefficient: 0.6947 Epoch 6: loss did not improve from 0.29088 383/400 [===========================>..] - ETA: 9s - loss: 0.5602 - dice_coefficient: 0.6938 Epoch 6: loss did not improve from 0.29088 384/400 [===========================>..] - ETA: 9s - loss: 0.5593 - dice_coefficient: 0.6942 Epoch 6: loss did not improve from 0.29088 385/400 [===========================>..] - ETA: 8s - loss: 0.5632 - dice_coefficient: 0.6928 Epoch 6: loss did not improve from 0.29088 386/400 [===========================>..] - ETA: 8s - loss: 0.5627 - dice_coefficient: 0.6929 Epoch 6: loss did not improve from 0.29088 387/400 [============================>.] - ETA: 7s - loss: 0.5623 - dice_coefficient: 0.6931 Epoch 6: loss did not improve from 0.29088 388/400 [============================>.] - ETA: 6s - loss: 0.5622 - dice_coefficient: 0.6935 Epoch 6: loss did not improve from 0.29088 389/400 [============================>.] - ETA: 6s - loss: 0.5613 - dice_coefficient: 0.6939 Epoch 6: loss did not improve from 0.29088 390/400 [============================>.] - ETA: 5s - loss: 0.5606 - dice_coefficient: 0.6943 Epoch 6: loss did not improve from 0.29088 391/400 [============================>.] - ETA: 5s - loss: 0.5602 - dice_coefficient: 0.6946 Epoch 6: loss did not improve from 0.29088 392/400 [============================>.] - ETA: 4s - loss: 0.5597 - dice_coefficient: 0.6948 Epoch 6: loss did not improve from 0.29088 393/400 [============================>.] - ETA: 4s - loss: 0.5588 - dice_coefficient: 0.6953 Epoch 6: loss did not improve from 0.29088 394/400 [============================>.] - ETA: 3s - loss: 0.5579 - dice_coefficient: 0.6956 Epoch 6: loss did not improve from 0.29088 395/400 [============================>.] - ETA: 2s - loss: 0.5576 - dice_coefficient: 0.6959 Epoch 6: loss did not improve from 0.29088 396/400 [============================>.] - ETA: 2s - loss: 0.5566 - dice_coefficient: 0.6964 Epoch 6: loss did not improve from 0.29088 397/400 [============================>.] - ETA: 1s - loss: 0.5561 - dice_coefficient: 0.6967 Epoch 6: loss did not improve from 0.29088 398/400 [============================>.] - ETA: 1s - loss: 0.5557 - dice_coefficient: 0.6968 Epoch 6: loss did not improve from 0.29088 399/400 [============================>.] - ETA: 0s - loss: 0.5590 - dice_coefficient: 0.6956 Epoch 6: loss did not improve from 0.29088 400/400 [==============================] - 231s 577ms/step - loss: 0.5582 - dice_coefficient: 0.6960 - val_loss: 0.8707 - val_dice_coefficient: 0.5343 - lr: 1.0000e-04 Epoch 7/30 Epoch 7: loss improved from 0.29088 to 0.13864, saving model to model-0.14.h5 1/400 [..............................] - ETA: 4:48 - loss: 0.1386 - dice_coefficient: 0.9193 Epoch 7: loss did not improve from 0.13864 2/400 [..............................] - ETA: 3:44 - loss: 0.3137 - dice_coefficient: 0.7808 Epoch 7: loss did not improve from 0.13864 3/400 [..............................] - ETA: 3:44 - loss: 0.3905 - dice_coefficient: 0.8005 Epoch 7: loss did not improve from 0.13864 4/400 [..............................] - ETA: 3:45 - loss: 0.3375 - dice_coefficient: 0.8200 Epoch 7: loss did not improve from 0.13864 5/400 [..............................] - ETA: 3:45 - loss: 0.3402 - dice_coefficient: 0.8133 Epoch 7: loss did not improve from 0.13864 6/400 [..............................] - ETA: 3:45 - loss: 0.3906 - dice_coefficient: 0.7827 Epoch 7: loss did not improve from 0.13864 7/400 [..............................] - ETA: 3:44 - loss: 0.3823 - dice_coefficient: 0.7841 Epoch 7: loss did not improve from 0.13864 8/400 [..............................] - ETA: 3:44 - loss: 0.3769 - dice_coefficient: 0.7784 Epoch 7: loss did not improve from 0.13864 9/400 [..............................] - ETA: 3:43 - loss: 0.3828 - dice_coefficient: 0.7741 Epoch 7: loss did not improve from 0.13864 10/400 [..............................] - ETA: 3:42 - loss: 0.4200 - dice_coefficient: 0.7466 Epoch 7: loss did not improve from 0.13864 11/400 [..............................] - ETA: 3:42 - loss: 0.4109 - dice_coefficient: 0.7597 Epoch 7: loss did not improve from 0.13864 12/400 [..............................] - ETA: 3:41 - loss: 0.4040 - dice_coefficient: 0.7604 Epoch 7: loss did not improve from 0.13864 13/400 [..............................] - ETA: 3:41 - loss: 0.3962 - dice_coefficient: 0.7695 Epoch 7: loss did not improve from 0.13864 14/400 [>.............................] - ETA: 3:40 - loss: 0.4493 - dice_coefficient: 0.7391 Epoch 7: loss did not improve from 0.13864 15/400 [>.............................] - ETA: 3:40 - loss: 0.4345 - dice_coefficient: 0.7478 Epoch 7: loss did not improve from 0.13864 16/400 [>.............................] - ETA: 3:39 - loss: 0.4200 - dice_coefficient: 0.7563 Epoch 7: loss did not improve from 0.13864 17/400 [>.............................] - ETA: 3:39 - loss: 0.4099 - dice_coefficient: 0.7605 Epoch 7: loss did not improve from 0.13864 18/400 [>.............................] - ETA: 3:38 - loss: 0.4035 - dice_coefficient: 0.7619 Epoch 7: loss did not improve from 0.13864 19/400 [>.............................] - ETA: 3:38 - loss: 0.3932 - dice_coefficient: 0.7682 Epoch 7: loss did not improve from 0.13864 20/400 [>.............................] - ETA: 3:37 - loss: 0.3941 - dice_coefficient: 0.7669 Epoch 7: loss did not improve from 0.13864 21/400 [>.............................] - ETA: 3:36 - loss: 0.3996 - dice_coefficient: 0.7628 Epoch 7: loss did not improve from 0.13864 22/400 [>.............................] - ETA: 3:36 - loss: 0.4169 - dice_coefficient: 0.7513 Epoch 7: loss did not improve from 0.13864 23/400 [>.............................] - ETA: 3:35 - loss: 0.4182 - dice_coefficient: 0.7481 Epoch 7: loss did not improve from 0.13864 24/400 [>.............................] - ETA: 3:34 - loss: 0.4163 - dice_coefficient: 0.7477 Epoch 7: loss did not improve from 0.13864 25/400 [>.............................] - ETA: 3:34 - loss: 0.4136 - dice_coefficient: 0.7508 Epoch 7: loss did not improve from 0.13864 26/400 [>.............................] - ETA: 3:33 - loss: 0.4165 - dice_coefficient: 0.7465 Epoch 7: loss did not improve from 0.13864 27/400 [=>............................] - ETA: 3:33 - loss: 0.4053 - dice_coefficient: 0.7532 Epoch 7: loss did not improve from 0.13864 28/400 [=>............................] - ETA: 3:33 - loss: 0.4122 - dice_coefficient: 0.7485 Epoch 7: loss did not improve from 0.13864 29/400 [=>............................] - ETA: 3:33 - loss: 0.4063 - dice_coefficient: 0.7528 Epoch 7: loss did not improve from 0.13864 30/400 [=>............................] - ETA: 3:32 - loss: 0.3997 - dice_coefficient: 0.7574 Epoch 7: loss did not improve from 0.13864 31/400 [=>............................] - ETA: 3:31 - loss: 0.3979 - dice_coefficient: 0.7573 Epoch 7: loss did not improve from 0.13864 32/400 [=>............................] - ETA: 3:31 - loss: 0.3953 - dice_coefficient: 0.7584 Epoch 7: loss did not improve from 0.13864 33/400 [=>............................] - ETA: 3:30 - loss: 0.3893 - dice_coefficient: 0.7618 Epoch 7: loss did not improve from 0.13864 34/400 [=>............................] - ETA: 3:30 - loss: 0.3880 - dice_coefficient: 0.7631 Epoch 7: loss did not improve from 0.13864 35/400 [=>............................] - ETA: 3:29 - loss: 0.3926 - dice_coefficient: 0.7587 Epoch 7: loss did not improve from 0.13864 36/400 [=>............................] - ETA: 3:29 - loss: 0.4267 - dice_coefficient: 0.7436 Epoch 7: loss did not improve from 0.13864 37/400 [=>............................] - ETA: 3:28 - loss: 0.4257 - dice_coefficient: 0.7433 Epoch 7: loss did not improve from 0.13864 38/400 [=>............................] - ETA: 3:27 - loss: 0.4457 - dice_coefficient: 0.7323 Epoch 7: loss did not improve from 0.13864 39/400 [=>............................] - ETA: 3:27 - loss: 0.4474 - dice_coefficient: 0.7322 Epoch 7: loss did not improve from 0.13864 40/400 [==>...........................] - ETA: 3:26 - loss: 0.4423 - dice_coefficient: 0.7362 Epoch 7: loss did not improve from 0.13864 41/400 [==>...........................] - ETA: 3:26 - loss: 0.4391 - dice_coefficient: 0.7379 Epoch 7: loss did not improve from 0.13864 42/400 [==>...........................] - ETA: 3:26 - loss: 0.4374 - dice_coefficient: 0.7397 Epoch 7: loss did not improve from 0.13864 43/400 [==>...........................] - ETA: 3:26 - loss: 0.4338 - dice_coefficient: 0.7417 Epoch 7: loss did not improve from 0.13864 44/400 [==>...........................] - ETA: 3:25 - loss: 0.4364 - dice_coefficient: 0.7389 Epoch 7: loss did not improve from 0.13864 45/400 [==>...........................] - ETA: 3:25 - loss: 0.4353 - dice_coefficient: 0.7401 Epoch 7: loss did not improve from 0.13864 46/400 [==>...........................] - ETA: 3:24 - loss: 0.4346 - dice_coefficient: 0.7395 Epoch 7: loss did not improve from 0.13864 47/400 [==>...........................] - ETA: 3:23 - loss: 0.4313 - dice_coefficient: 0.7417 Epoch 7: loss did not improve from 0.13864 48/400 [==>...........................] - ETA: 3:23 - loss: 0.4302 - dice_coefficient: 0.7412 Epoch 7: loss did not improve from 0.13864 49/400 [==>...........................] - ETA: 3:22 - loss: 0.4263 - dice_coefficient: 0.7447 Epoch 7: loss did not improve from 0.13864 50/400 [==>...........................] - ETA: 3:22 - loss: 0.4223 - dice_coefficient: 0.7467 Epoch 7: loss did not improve from 0.13864 51/400 [==>...........................] - ETA: 3:21 - loss: 0.4180 - dice_coefficient: 0.7489 Epoch 7: loss did not improve from 0.13864 52/400 [==>...........................] - ETA: 3:20 - loss: 0.4327 - dice_coefficient: 0.7408 Epoch 7: loss did not improve from 0.13864 53/400 [==>...........................] - ETA: 3:20 - loss: 0.4291 - dice_coefficient: 0.7430 Epoch 7: loss did not improve from 0.13864 54/400 [===>..........................] - ETA: 3:19 - loss: 0.4281 - dice_coefficient: 0.7443 Epoch 7: loss did not improve from 0.13864 55/400 [===>..........................] - ETA: 3:19 - loss: 0.4586 - dice_coefficient: 0.7333 Epoch 7: loss did not improve from 0.13864 56/400 [===>..........................] - ETA: 3:18 - loss: 0.4596 - dice_coefficient: 0.7315 Epoch 7: loss did not improve from 0.13864 57/400 [===>..........................] - ETA: 3:17 - loss: 0.4550 - dice_coefficient: 0.7336 Epoch 7: loss did not improve from 0.13864 58/400 [===>..........................] - ETA: 3:17 - loss: 0.4529 - dice_coefficient: 0.7345 Epoch 7: loss did not improve from 0.13864 59/400 [===>..........................] - ETA: 3:16 - loss: 0.4570 - dice_coefficient: 0.7314 Epoch 7: loss did not improve from 0.13864 60/400 [===>..........................] - ETA: 3:16 - loss: 0.4575 - dice_coefficient: 0.7313 Epoch 7: loss did not improve from 0.13864 61/400 [===>..........................] - ETA: 3:15 - loss: 0.4568 - dice_coefficient: 0.7333 Epoch 7: loss did not improve from 0.13864 62/400 [===>..........................] - ETA: 3:14 - loss: 0.4580 - dice_coefficient: 0.7317 Epoch 7: loss did not improve from 0.13864 63/400 [===>..........................] - ETA: 3:14 - loss: 0.4556 - dice_coefficient: 0.7339 Epoch 7: loss did not improve from 0.13864 64/400 [===>..........................] - ETA: 3:13 - loss: 0.4548 - dice_coefficient: 0.7335 Epoch 7: loss did not improve from 0.13864 65/400 [===>..........................] - ETA: 3:13 - loss: 0.4515 - dice_coefficient: 0.7360 Epoch 7: loss did not improve from 0.13864 66/400 [===>..........................] - ETA: 3:12 - loss: 0.4544 - dice_coefficient: 0.7332 Epoch 7: loss did not improve from 0.13864 67/400 [====>.........................] - ETA: 3:11 - loss: 0.4525 - dice_coefficient: 0.7341 Epoch 7: loss did not improve from 0.13864 68/400 [====>.........................] - ETA: 3:11 - loss: 0.4517 - dice_coefficient: 0.7339 Epoch 7: loss did not improve from 0.13864 69/400 [====>.........................] - ETA: 3:10 - loss: 0.4565 - dice_coefficient: 0.7311 Epoch 7: loss did not improve from 0.13864 70/400 [====>.........................] - ETA: 3:10 - loss: 0.4578 - dice_coefficient: 0.7302 Epoch 7: loss did not improve from 0.13864 71/400 [====>.........................] - ETA: 3:09 - loss: 0.4605 - dice_coefficient: 0.7277 Epoch 7: loss did not improve from 0.13864 72/400 [====>.........................] - ETA: 3:08 - loss: 0.4616 - dice_coefficient: 0.7271 Epoch 7: loss did not improve from 0.13864 73/400 [====>.........................] - ETA: 3:08 - loss: 0.4629 - dice_coefficient: 0.7256 Epoch 7: loss did not improve from 0.13864 74/400 [====>.........................] - ETA: 3:07 - loss: 0.4587 - dice_coefficient: 0.7282 Epoch 7: loss did not improve from 0.13864 75/400 [====>.........................] - ETA: 3:07 - loss: 0.4616 - dice_coefficient: 0.7256 Epoch 7: loss did not improve from 0.13864 76/400 [====>.........................] - ETA: 3:06 - loss: 0.4591 - dice_coefficient: 0.7268 Epoch 7: loss did not improve from 0.13864 77/400 [====>.........................] - ETA: 3:06 - loss: 0.4568 - dice_coefficient: 0.7281 Epoch 7: loss did not improve from 0.13864 78/400 [====>.........................] - ETA: 3:05 - loss: 0.4581 - dice_coefficient: 0.7265 Epoch 7: loss did not improve from 0.13864 79/400 [====>.........................] - ETA: 3:04 - loss: 0.4602 - dice_coefficient: 0.7249 Epoch 7: loss did not improve from 0.13864 80/400 [=====>........................] - ETA: 3:04 - loss: 0.4576 - dice_coefficient: 0.7267 Epoch 7: loss did not improve from 0.13864 81/400 [=====>........................] - ETA: 3:03 - loss: 0.4549 - dice_coefficient: 0.7281 Epoch 7: loss did not improve from 0.13864 82/400 [=====>........................] - ETA: 3:03 - loss: 0.4535 - dice_coefficient: 0.7287 Epoch 7: loss did not improve from 0.13864 83/400 [=====>........................] - ETA: 3:02 - loss: 0.4521 - dice_coefficient: 0.7302 Epoch 7: loss did not improve from 0.13864 84/400 [=====>........................] - ETA: 3:01 - loss: 0.4525 - dice_coefficient: 0.7303 Epoch 7: loss did not improve from 0.13864 85/400 [=====>........................] - ETA: 3:01 - loss: 0.4517 - dice_coefficient: 0.7301 Epoch 7: loss did not improve from 0.13864 86/400 [=====>........................] - ETA: 3:00 - loss: 0.4486 - dice_coefficient: 0.7323 Epoch 7: loss did not improve from 0.13864 87/400 [=====>........................] - ETA: 3:00 - loss: 0.4598 - dice_coefficient: 0.7271 Epoch 7: loss did not improve from 0.13864 88/400 [=====>........................] - ETA: 2:59 - loss: 0.4585 - dice_coefficient: 0.7277 Epoch 7: loss did not improve from 0.13864 89/400 [=====>........................] - ETA: 2:58 - loss: 0.4554 - dice_coefficient: 0.7295 Epoch 7: loss did not improve from 0.13864 90/400 [=====>........................] - ETA: 2:58 - loss: 0.4616 - dice_coefficient: 0.7257 Epoch 7: loss did not improve from 0.13864 91/400 [=====>........................] - ETA: 2:57 - loss: 0.4605 - dice_coefficient: 0.7257 Epoch 7: loss did not improve from 0.13864 92/400 [=====>........................] - ETA: 2:57 - loss: 0.4577 - dice_coefficient: 0.7271 Epoch 7: loss did not improve from 0.13864 93/400 [=====>........................] - ETA: 2:56 - loss: 0.4585 - dice_coefficient: 0.7265 Epoch 7: loss did not improve from 0.13864 94/400 [======>.......................] - ETA: 2:56 - loss: 0.4572 - dice_coefficient: 0.7266 Epoch 7: loss did not improve from 0.13864 95/400 [======>.......................] - ETA: 2:55 - loss: 0.4682 - dice_coefficient: 0.7219 Epoch 7: loss did not improve from 0.13864 96/400 [======>.......................] - ETA: 2:54 - loss: 0.4655 - dice_coefficient: 0.7239 Epoch 7: loss did not improve from 0.13864 97/400 [======>.......................] - ETA: 2:54 - loss: 0.4648 - dice_coefficient: 0.7241 Epoch 7: loss did not improve from 0.13864 98/400 [======>.......................] - ETA: 2:53 - loss: 0.4614 - dice_coefficient: 0.7262 Epoch 7: loss did not improve from 0.13864 99/400 [======>.......................] - ETA: 2:53 - loss: 0.4607 - dice_coefficient: 0.7263 Epoch 7: loss did not improve from 0.13864 100/400 [======>.......................] - ETA: 2:52 - loss: 0.4647 - dice_coefficient: 0.7239 Epoch 7: loss did not improve from 0.13864 101/400 [======>.......................] - ETA: 2:51 - loss: 0.4613 - dice_coefficient: 0.7260 Epoch 7: loss did not improve from 0.13864 102/400 [======>.......................] - ETA: 2:51 - loss: 0.4617 - dice_coefficient: 0.7250 Epoch 7: loss did not improve from 0.13864 103/400 [======>.......................] - ETA: 2:50 - loss: 0.4593 - dice_coefficient: 0.7267 Epoch 7: loss did not improve from 0.13864 104/400 [======>.......................] - ETA: 2:50 - loss: 0.4592 - dice_coefficient: 0.7267 Epoch 7: loss did not improve from 0.13864 105/400 [======>.......................] - ETA: 2:49 - loss: 0.4571 - dice_coefficient: 0.7280 Epoch 7: loss did not improve from 0.13864 106/400 [======>.......................] - ETA: 2:49 - loss: 0.4550 - dice_coefficient: 0.7292 Epoch 7: loss did not improve from 0.13864 107/400 [=======>......................] - ETA: 2:48 - loss: 0.4534 - dice_coefficient: 0.7300 Epoch 7: loss did not improve from 0.13864 108/400 [=======>......................] - ETA: 2:47 - loss: 0.4511 - dice_coefficient: 0.7311 Epoch 7: loss did not improve from 0.13864 109/400 [=======>......................] - ETA: 2:47 - loss: 0.4487 - dice_coefficient: 0.7327 Epoch 7: loss did not improve from 0.13864 110/400 [=======>......................] - ETA: 2:46 - loss: 0.4465 - dice_coefficient: 0.7342 Epoch 7: loss did not improve from 0.13864 111/400 [=======>......................] - ETA: 2:46 - loss: 0.4464 - dice_coefficient: 0.7338 Epoch 7: loss did not improve from 0.13864 112/400 [=======>......................] - ETA: 2:45 - loss: 0.4452 - dice_coefficient: 0.7348 Epoch 7: loss did not improve from 0.13864 113/400 [=======>......................] - ETA: 2:44 - loss: 0.4447 - dice_coefficient: 0.7349 Epoch 7: loss did not improve from 0.13864 114/400 [=======>......................] - ETA: 2:44 - loss: 0.4440 - dice_coefficient: 0.7347 Epoch 7: loss did not improve from 0.13864 115/400 [=======>......................] - ETA: 2:43 - loss: 0.4425 - dice_coefficient: 0.7355 Epoch 7: loss did not improve from 0.13864 116/400 [=======>......................] - ETA: 2:43 - loss: 0.4430 - dice_coefficient: 0.7350 Epoch 7: loss did not improve from 0.13864 117/400 [=======>......................] - ETA: 2:42 - loss: 0.4405 - dice_coefficient: 0.7366 Epoch 7: loss did not improve from 0.13864 118/400 [=======>......................] - ETA: 2:42 - loss: 0.4392 - dice_coefficient: 0.7371 Epoch 7: loss did not improve from 0.13864 119/400 [=======>......................] - ETA: 2:41 - loss: 0.4374 - dice_coefficient: 0.7381 Epoch 7: loss did not improve from 0.13864 120/400 [========>.....................] - ETA: 2:40 - loss: 0.4372 - dice_coefficient: 0.7385 Epoch 7: loss did not improve from 0.13864 121/400 [========>.....................] - ETA: 2:40 - loss: 0.4376 - dice_coefficient: 0.7380 Epoch 7: loss did not improve from 0.13864 122/400 [========>.....................] - ETA: 2:39 - loss: 0.4360 - dice_coefficient: 0.7388 Epoch 7: loss did not improve from 0.13864 123/400 [========>.....................] - ETA: 2:39 - loss: 0.4343 - dice_coefficient: 0.7401 Epoch 7: loss did not improve from 0.13864 124/400 [========>.....................] - ETA: 2:38 - loss: 0.4334 - dice_coefficient: 0.7408 Epoch 7: loss did not improve from 0.13864 125/400 [========>.....................] - ETA: 2:38 - loss: 0.4329 - dice_coefficient: 0.7410 Epoch 7: loss did not improve from 0.13864 126/400 [========>.....................] - ETA: 2:37 - loss: 0.4323 - dice_coefficient: 0.7416 Epoch 7: loss did not improve from 0.13864 127/400 [========>.....................] - ETA: 2:36 - loss: 0.4315 - dice_coefficient: 0.7420 Epoch 7: loss did not improve from 0.13864 128/400 [========>.....................] - ETA: 2:36 - loss: 0.4309 - dice_coefficient: 0.7422 Epoch 7: loss did not improve from 0.13864 129/400 [========>.....................] - ETA: 2:35 - loss: 0.4306 - dice_coefficient: 0.7426 Epoch 7: loss did not improve from 0.13864 130/400 [========>.....................] - ETA: 2:35 - loss: 0.4290 - dice_coefficient: 0.7434 Epoch 7: loss did not improve from 0.13864 131/400 [========>.....................] - ETA: 2:34 - loss: 0.4280 - dice_coefficient: 0.7438 Epoch 7: loss did not improve from 0.13864 132/400 [========>.....................] - ETA: 2:34 - loss: 0.4264 - dice_coefficient: 0.7449 Epoch 7: loss did not improve from 0.13864 133/400 [========>.....................] - ETA: 2:33 - loss: 0.4265 - dice_coefficient: 0.7444 Epoch 7: loss did not improve from 0.13864 134/400 [=========>....................] - ETA: 2:32 - loss: 0.4263 - dice_coefficient: 0.7448 Epoch 7: loss did not improve from 0.13864 135/400 [=========>....................] - ETA: 2:32 - loss: 0.4260 - dice_coefficient: 0.7448 Epoch 7: loss did not improve from 0.13864 136/400 [=========>....................] - ETA: 2:31 - loss: 0.4260 - dice_coefficient: 0.7445 Epoch 7: loss did not improve from 0.13864 137/400 [=========>....................] - ETA: 2:31 - loss: 0.4244 - dice_coefficient: 0.7453 Epoch 7: loss did not improve from 0.13864 138/400 [=========>....................] - ETA: 2:30 - loss: 0.4290 - dice_coefficient: 0.7425 Epoch 7: loss did not improve from 0.13864 139/400 [=========>....................] - ETA: 2:30 - loss: 0.4280 - dice_coefficient: 0.7437 Epoch 7: loss did not improve from 0.13864 140/400 [=========>....................] - ETA: 2:29 - loss: 0.4274 - dice_coefficient: 0.7440 Epoch 7: loss did not improve from 0.13864 141/400 [=========>....................] - ETA: 2:28 - loss: 0.4252 - dice_coefficient: 0.7454 Epoch 7: loss did not improve from 0.13864 142/400 [=========>....................] - ETA: 2:28 - loss: 0.4273 - dice_coefficient: 0.7440 Epoch 7: loss did not improve from 0.13864 143/400 [=========>....................] - ETA: 2:27 - loss: 0.4273 - dice_coefficient: 0.7436 Epoch 7: loss did not improve from 0.13864 144/400 [=========>....................] - ETA: 2:27 - loss: 0.4321 - dice_coefficient: 0.7408 Epoch 7: loss did not improve from 0.13864 145/400 [=========>....................] - ETA: 2:26 - loss: 0.4302 - dice_coefficient: 0.7418 Epoch 7: loss did not improve from 0.13864 146/400 [=========>....................] - ETA: 2:25 - loss: 0.4331 - dice_coefficient: 0.7400 Epoch 7: loss did not improve from 0.13864 147/400 [==========>...................] - ETA: 2:25 - loss: 0.4326 - dice_coefficient: 0.7398 Epoch 7: loss did not improve from 0.13864 148/400 [==========>...................] - ETA: 2:24 - loss: 0.4329 - dice_coefficient: 0.7392 Epoch 7: loss did not improve from 0.13864 149/400 [==========>...................] - ETA: 2:24 - loss: 0.4326 - dice_coefficient: 0.7394 Epoch 7: loss did not improve from 0.13864 150/400 [==========>...................] - ETA: 2:23 - loss: 0.4320 - dice_coefficient: 0.7403 Epoch 7: loss did not improve from 0.13864 151/400 [==========>...................] - ETA: 2:23 - loss: 0.4308 - dice_coefficient: 0.7408 Epoch 7: loss did not improve from 0.13864 152/400 [==========>...................] - ETA: 2:22 - loss: 0.4312 - dice_coefficient: 0.7402 Epoch 7: loss did not improve from 0.13864 153/400 [==========>...................] - ETA: 2:21 - loss: 0.4322 - dice_coefficient: 0.7395 Epoch 7: loss did not improve from 0.13864 154/400 [==========>...................] - ETA: 2:21 - loss: 0.4336 - dice_coefficient: 0.7382 Epoch 7: loss did not improve from 0.13864 155/400 [==========>...................] - ETA: 2:20 - loss: 0.4328 - dice_coefficient: 0.7389 Epoch 7: loss did not improve from 0.13864 156/400 [==========>...................] - ETA: 2:20 - loss: 0.4324 - dice_coefficient: 0.7389 Epoch 7: loss did not improve from 0.13864 157/400 [==========>...................] - ETA: 2:19 - loss: 0.4317 - dice_coefficient: 0.7394 Epoch 7: loss did not improve from 0.13864 158/400 [==========>...................] - ETA: 2:18 - loss: 0.4314 - dice_coefficient: 0.7394 Epoch 7: loss did not improve from 0.13864 159/400 [==========>...................] - ETA: 2:18 - loss: 0.4338 - dice_coefficient: 0.7377 Epoch 7: loss did not improve from 0.13864 160/400 [===========>..................] - ETA: 2:17 - loss: 0.4371 - dice_coefficient: 0.7357 Epoch 7: loss did not improve from 0.13864 161/400 [===========>..................] - ETA: 2:17 - loss: 0.4396 - dice_coefficient: 0.7340 Epoch 7: loss did not improve from 0.13864 162/400 [===========>..................] - ETA: 2:16 - loss: 0.4415 - dice_coefficient: 0.7327 Epoch 7: loss did not improve from 0.13864 163/400 [===========>..................] - ETA: 2:16 - loss: 0.4400 - dice_coefficient: 0.7338 Epoch 7: loss did not improve from 0.13864 164/400 [===========>..................] - ETA: 2:15 - loss: 0.4389 - dice_coefficient: 0.7347 Epoch 7: loss did not improve from 0.13864 165/400 [===========>..................] - ETA: 2:14 - loss: 0.4387 - dice_coefficient: 0.7347 Epoch 7: loss did not improve from 0.13864 166/400 [===========>..................] - ETA: 2:14 - loss: 0.4390 - dice_coefficient: 0.7341 Epoch 7: loss did not improve from 0.13864 167/400 [===========>..................] - ETA: 2:13 - loss: 0.4385 - dice_coefficient: 0.7348 Epoch 7: loss did not improve from 0.13864 168/400 [===========>..................] - ETA: 2:13 - loss: 0.4370 - dice_coefficient: 0.7359 Epoch 7: loss did not improve from 0.13864 169/400 [===========>..................] - ETA: 2:12 - loss: 0.4359 - dice_coefficient: 0.7366 Epoch 7: loss did not improve from 0.13864 170/400 [===========>..................] - ETA: 2:12 - loss: 0.4361 - dice_coefficient: 0.7363 Epoch 7: loss did not improve from 0.13864 171/400 [===========>..................] - ETA: 2:11 - loss: 0.4354 - dice_coefficient: 0.7366 Epoch 7: loss did not improve from 0.13864 172/400 [===========>..................] - ETA: 2:10 - loss: 0.4347 - dice_coefficient: 0.7367 Epoch 7: loss did not improve from 0.13864 173/400 [===========>..................] - ETA: 2:10 - loss: 0.4337 - dice_coefficient: 0.7371 Epoch 7: loss did not improve from 0.13864 174/400 [============>.................] - ETA: 2:09 - loss: 0.4335 - dice_coefficient: 0.7370 Epoch 7: loss did not improve from 0.13864 175/400 [============>.................] - ETA: 2:09 - loss: 0.4369 - dice_coefficient: 0.7350 Epoch 7: loss did not improve from 0.13864 176/400 [============>.................] - ETA: 2:08 - loss: 0.4354 - dice_coefficient: 0.7357 Epoch 7: loss did not improve from 0.13864 177/400 [============>.................] - ETA: 2:07 - loss: 0.4354 - dice_coefficient: 0.7358 Epoch 7: loss did not improve from 0.13864 178/400 [============>.................] - ETA: 2:07 - loss: 0.4340 - dice_coefficient: 0.7366 Epoch 7: loss did not improve from 0.13864 179/400 [============>.................] - ETA: 2:06 - loss: 0.4344 - dice_coefficient: 0.7359 Epoch 7: loss did not improve from 0.13864 180/400 [============>.................] - ETA: 2:06 - loss: 0.4338 - dice_coefficient: 0.7360 Epoch 7: loss did not improve from 0.13864 181/400 [============>.................] - ETA: 2:05 - loss: 0.4334 - dice_coefficient: 0.7362 Epoch 7: loss did not improve from 0.13864 182/400 [============>.................] - ETA: 2:05 - loss: 0.4319 - dice_coefficient: 0.7371 Epoch 7: loss did not improve from 0.13864 183/400 [============>.................] - ETA: 2:04 - loss: 0.4308 - dice_coefficient: 0.7379 Epoch 7: loss did not improve from 0.13864 184/400 [============>.................] - ETA: 2:03 - loss: 0.4300 - dice_coefficient: 0.7382 Epoch 7: loss did not improve from 0.13864 185/400 [============>.................] - ETA: 2:03 - loss: 0.4292 - dice_coefficient: 0.7386 Epoch 7: loss did not improve from 0.13864 186/400 [============>.................] - ETA: 2:02 - loss: 0.4282 - dice_coefficient: 0.7391 Epoch 7: loss did not improve from 0.13864 187/400 [=============>................] - ETA: 2:02 - loss: 0.4275 - dice_coefficient: 0.7397 Epoch 7: loss did not improve from 0.13864 188/400 [=============>................] - ETA: 2:01 - loss: 0.4265 - dice_coefficient: 0.7402 Epoch 7: loss did not improve from 0.13864 189/400 [=============>................] - ETA: 2:01 - loss: 0.4283 - dice_coefficient: 0.7390 Epoch 7: loss did not improve from 0.13864 190/400 [=============>................] - ETA: 2:00 - loss: 0.4273 - dice_coefficient: 0.7394 Epoch 7: loss did not improve from 0.13864 191/400 [=============>................] - ETA: 1:59 - loss: 0.4296 - dice_coefficient: 0.7379 Epoch 7: loss did not improve from 0.13864 192/400 [=============>................] - ETA: 1:59 - loss: 0.4288 - dice_coefficient: 0.7383 Epoch 7: loss did not improve from 0.13864 193/400 [=============>................] - ETA: 1:58 - loss: 0.4307 - dice_coefficient: 0.7369 Epoch 7: loss did not improve from 0.13864 194/400 [=============>................] - ETA: 1:58 - loss: 0.4314 - dice_coefficient: 0.7361 Epoch 7: loss did not improve from 0.13864 195/400 [=============>................] - ETA: 1:57 - loss: 0.4308 - dice_coefficient: 0.7363 Epoch 7: loss did not improve from 0.13864 196/400 [=============>................] - ETA: 1:57 - loss: 0.4311 - dice_coefficient: 0.7369 Epoch 7: loss did not improve from 0.13864 197/400 [=============>................] - ETA: 1:56 - loss: 0.4303 - dice_coefficient: 0.7372 Epoch 7: loss did not improve from 0.13864 198/400 [=============>................] - ETA: 1:55 - loss: 0.4314 - dice_coefficient: 0.7366 Epoch 7: loss did not improve from 0.13864 199/400 [=============>................] - ETA: 1:55 - loss: 0.4362 - dice_coefficient: 0.7344 Epoch 7: loss did not improve from 0.13864 200/400 [==============>...............] - ETA: 1:54 - loss: 0.4356 - dice_coefficient: 0.7349 Epoch 7: loss did not improve from 0.13864 201/400 [==============>...............] - ETA: 1:54 - loss: 0.4360 - dice_coefficient: 0.7345 Epoch 7: loss did not improve from 0.13864 202/400 [==============>...............] - ETA: 1:53 - loss: 0.4417 - dice_coefficient: 0.7321 Epoch 7: loss did not improve from 0.13864 203/400 [==============>...............] - ETA: 1:53 - loss: 0.4405 - dice_coefficient: 0.7328 Epoch 7: loss did not improve from 0.13864 204/400 [==============>...............] - ETA: 1:52 - loss: 0.4397 - dice_coefficient: 0.7331 Epoch 7: loss did not improve from 0.13864 205/400 [==============>...............] - ETA: 1:51 - loss: 0.4388 - dice_coefficient: 0.7336 Epoch 7: loss did not improve from 0.13864 206/400 [==============>...............] - ETA: 1:51 - loss: 0.4395 - dice_coefficient: 0.7335 Epoch 7: loss did not improve from 0.13864 207/400 [==============>...............] - ETA: 1:50 - loss: 0.4402 - dice_coefficient: 0.7328 Epoch 7: loss did not improve from 0.13864 208/400 [==============>...............] - ETA: 1:50 - loss: 0.4392 - dice_coefficient: 0.7335 Epoch 7: loss did not improve from 0.13864 209/400 [==============>...............] - ETA: 1:49 - loss: 0.4387 - dice_coefficient: 0.7336 Epoch 7: loss did not improve from 0.13864 210/400 [==============>...............] - ETA: 1:49 - loss: 0.5149 - dice_coefficient: 0.7301 Epoch 7: loss did not improve from 0.13864 211/400 [==============>...............] - ETA: 1:48 - loss: 0.5136 - dice_coefficient: 0.7308 Epoch 7: loss did not improve from 0.13864 212/400 [==============>...............] - ETA: 1:47 - loss: 0.5146 - dice_coefficient: 0.7302 Epoch 7: loss did not improve from 0.13864 213/400 [==============>...............] - ETA: 1:47 - loss: 0.5153 - dice_coefficient: 0.7292 Epoch 7: loss did not improve from 0.13864 214/400 [===============>..............] - ETA: 1:46 - loss: 0.5161 - dice_coefficient: 0.7283 Epoch 7: loss did not improve from 0.13864 215/400 [===============>..............] - ETA: 1:46 - loss: 0.5151 - dice_coefficient: 0.7286 Epoch 7: loss did not improve from 0.13864 216/400 [===============>..............] - ETA: 1:45 - loss: 0.5153 - dice_coefficient: 0.7281 Epoch 7: loss did not improve from 0.13864 217/400 [===============>..............] - ETA: 1:45 - loss: 0.5136 - dice_coefficient: 0.7290 Epoch 7: loss did not improve from 0.13864 218/400 [===============>..............] - ETA: 1:44 - loss: 0.5121 - dice_coefficient: 0.7298 Epoch 7: loss did not improve from 0.13864 219/400 [===============>..............] - ETA: 1:43 - loss: 0.5107 - dice_coefficient: 0.7303 Epoch 7: loss did not improve from 0.13864 220/400 [===============>..............] - ETA: 1:43 - loss: 0.5097 - dice_coefficient: 0.7305 Epoch 7: loss did not improve from 0.13864 221/400 [===============>..............] - ETA: 1:42 - loss: 0.5099 - dice_coefficient: 0.7301 Epoch 7: loss did not improve from 0.13864 222/400 [===============>..............] - ETA: 1:42 - loss: 0.5090 - dice_coefficient: 0.7306 Epoch 7: loss did not improve from 0.13864 223/400 [===============>..............] - ETA: 1:41 - loss: 0.5079 - dice_coefficient: 0.7311 Epoch 7: loss did not improve from 0.13864 224/400 [===============>..............] - ETA: 1:40 - loss: 0.5060 - dice_coefficient: 0.7320 Epoch 7: loss did not improve from 0.13864 225/400 [===============>..............] - ETA: 1:40 - loss: 0.5047 - dice_coefficient: 0.7328 Epoch 7: loss did not improve from 0.13864 226/400 [===============>..............] - ETA: 1:39 - loss: 0.5035 - dice_coefficient: 0.7332 Epoch 7: loss did not improve from 0.13864 227/400 [================>.............] - ETA: 1:39 - loss: 0.5060 - dice_coefficient: 0.7317 Epoch 7: loss did not improve from 0.13864 228/400 [================>.............] - ETA: 1:38 - loss: 0.5059 - dice_coefficient: 0.7313 Epoch 7: loss did not improve from 0.13864 229/400 [================>.............] - ETA: 1:38 - loss: 0.5054 - dice_coefficient: 0.7311 Epoch 7: loss did not improve from 0.13864 230/400 [================>.............] - ETA: 1:37 - loss: 0.5049 - dice_coefficient: 0.7314 Epoch 7: loss did not improve from 0.13864 231/400 [================>.............] - ETA: 1:36 - loss: 0.5044 - dice_coefficient: 0.7318 Epoch 7: loss did not improve from 0.13864 232/400 [================>.............] - ETA: 1:36 - loss: 0.5051 - dice_coefficient: 0.7309 Epoch 7: loss did not improve from 0.13864 233/400 [================>.............] - ETA: 1:35 - loss: 0.5058 - dice_coefficient: 0.7302 Epoch 7: loss did not improve from 0.13864 234/400 [================>.............] - ETA: 1:35 - loss: 0.5049 - dice_coefficient: 0.7305 Epoch 7: loss did not improve from 0.13864 235/400 [================>.............] - ETA: 1:34 - loss: 0.5044 - dice_coefficient: 0.7305 Epoch 7: loss did not improve from 0.13864 236/400 [================>.............] - ETA: 1:34 - loss: 0.5038 - dice_coefficient: 0.7308 Epoch 7: loss did not improve from 0.13864 237/400 [================>.............] - ETA: 1:33 - loss: 0.5033 - dice_coefficient: 0.7308 Epoch 7: loss did not improve from 0.13864 238/400 [================>.............] - ETA: 1:32 - loss: 0.5049 - dice_coefficient: 0.7295 Epoch 7: loss did not improve from 0.13864 239/400 [================>.............] - ETA: 1:32 - loss: 0.5047 - dice_coefficient: 0.7296 Epoch 7: loss did not improve from 0.13864 240/400 [=================>............] - ETA: 1:31 - loss: 0.5037 - dice_coefficient: 0.7299 Epoch 7: loss did not improve from 0.13864 241/400 [=================>............] - ETA: 1:31 - loss: 0.5022 - dice_coefficient: 0.7308 Epoch 7: loss did not improve from 0.13864 242/400 [=================>............] - ETA: 1:30 - loss: 0.5008 - dice_coefficient: 0.7315 Epoch 7: loss did not improve from 0.13864 243/400 [=================>............] - ETA: 1:30 - loss: 0.4997 - dice_coefficient: 0.7321 Epoch 7: loss did not improve from 0.13864 244/400 [=================>............] - ETA: 1:29 - loss: 0.4987 - dice_coefficient: 0.7324 Epoch 7: loss did not improve from 0.13864 245/400 [=================>............] - ETA: 1:28 - loss: 0.4980 - dice_coefficient: 0.7331 Epoch 7: loss did not improve from 0.13864 246/400 [=================>............] - ETA: 1:28 - loss: 0.4974 - dice_coefficient: 0.7334 Epoch 7: loss did not improve from 0.13864 247/400 [=================>............] - ETA: 1:27 - loss: 0.4973 - dice_coefficient: 0.7334 Epoch 7: loss did not improve from 0.13864 248/400 [=================>............] - ETA: 1:27 - loss: 0.4960 - dice_coefficient: 0.7340 Epoch 7: loss did not improve from 0.13864 249/400 [=================>............] - ETA: 1:26 - loss: 0.4966 - dice_coefficient: 0.7334 Epoch 7: loss did not improve from 0.13864 250/400 [=================>............] - ETA: 1:26 - loss: 0.4960 - dice_coefficient: 0.7336 Epoch 7: loss did not improve from 0.13864 251/400 [=================>............] - ETA: 1:25 - loss: 0.4949 - dice_coefficient: 0.7342 Epoch 7: loss did not improve from 0.13864 252/400 [=================>............] - ETA: 1:24 - loss: 0.4934 - dice_coefficient: 0.7349 Epoch 7: loss did not improve from 0.13864 253/400 [=================>............] - ETA: 1:24 - loss: 0.4928 - dice_coefficient: 0.7350 Epoch 7: loss did not improve from 0.13864 254/400 [==================>...........] - ETA: 1:23 - loss: 0.4924 - dice_coefficient: 0.7350 Epoch 7: loss did not improve from 0.13864 255/400 [==================>...........] - ETA: 1:23 - loss: 0.4913 - dice_coefficient: 0.7354 Epoch 7: loss did not improve from 0.13864 256/400 [==================>...........] - ETA: 1:22 - loss: 0.4922 - dice_coefficient: 0.7346 Epoch 7: loss did not improve from 0.13864 257/400 [==================>...........] - ETA: 1:22 - loss: 0.4910 - dice_coefficient: 0.7353 Epoch 7: loss did not improve from 0.13864 258/400 [==================>...........] - ETA: 1:21 - loss: 0.4897 - dice_coefficient: 0.7360 Epoch 7: loss did not improve from 0.13864 259/400 [==================>...........] - ETA: 1:20 - loss: 0.4903 - dice_coefficient: 0.7354 Epoch 7: loss did not improve from 0.13864 260/400 [==================>...........] - ETA: 1:20 - loss: 0.4905 - dice_coefficient: 0.7349 Epoch 7: loss did not improve from 0.13864 261/400 [==================>...........] - ETA: 1:19 - loss: 0.4892 - dice_coefficient: 0.7356 Epoch 7: loss did not improve from 0.13864 262/400 [==================>...........] - ETA: 1:19 - loss: 0.4912 - dice_coefficient: 0.7343 Epoch 7: loss did not improve from 0.13864 263/400 [==================>...........] - ETA: 1:18 - loss: 0.4902 - dice_coefficient: 0.7347 Epoch 7: loss did not improve from 0.13864 264/400 [==================>...........] - ETA: 1:17 - loss: 0.4899 - dice_coefficient: 0.7346 Epoch 7: loss did not improve from 0.13864 265/400 [==================>...........] - ETA: 1:17 - loss: 0.4897 - dice_coefficient: 0.7344 Epoch 7: loss did not improve from 0.13864 266/400 [==================>...........] - ETA: 1:16 - loss: 0.4906 - dice_coefficient: 0.7336 Epoch 7: loss did not improve from 0.13864 267/400 [===================>..........] - ETA: 1:16 - loss: 0.4900 - dice_coefficient: 0.7336 Epoch 7: loss did not improve from 0.13864 268/400 [===================>..........] - ETA: 1:15 - loss: 0.4894 - dice_coefficient: 0.7337 Epoch 7: loss did not improve from 0.13864 269/400 [===================>..........] - ETA: 1:15 - loss: 0.4883 - dice_coefficient: 0.7344 Epoch 7: loss did not improve from 0.13864 270/400 [===================>..........] - ETA: 1:14 - loss: 0.4876 - dice_coefficient: 0.7347 Epoch 7: loss did not improve from 0.13864 271/400 [===================>..........] - ETA: 1:13 - loss: 0.4862 - dice_coefficient: 0.7354 Epoch 7: loss did not improve from 0.13864 272/400 [===================>..........] - ETA: 1:13 - loss: 0.4849 - dice_coefficient: 0.7361 Epoch 7: loss did not improve from 0.13864 273/400 [===================>..........] - ETA: 1:12 - loss: 0.4843 - dice_coefficient: 0.7362 Epoch 7: loss did not improve from 0.13864 274/400 [===================>..........] - ETA: 1:12 - loss: 0.4833 - dice_coefficient: 0.7369 Epoch 7: loss did not improve from 0.13864 275/400 [===================>..........] - ETA: 1:11 - loss: 0.4837 - dice_coefficient: 0.7364 Epoch 7: loss did not improve from 0.13864 276/400 [===================>..........] - ETA: 1:11 - loss: 0.4836 - dice_coefficient: 0.7361 Epoch 7: loss did not improve from 0.13864 277/400 [===================>..........] - ETA: 1:10 - loss: 0.4827 - dice_coefficient: 0.7366 Epoch 7: loss did not improve from 0.13864 278/400 [===================>..........] - ETA: 1:09 - loss: 0.4822 - dice_coefficient: 0.7367 Epoch 7: loss did not improve from 0.13864 279/400 [===================>..........] - ETA: 1:09 - loss: 0.4817 - dice_coefficient: 0.7368 Epoch 7: loss did not improve from 0.13864 280/400 [====================>.........] - ETA: 1:08 - loss: 0.4805 - dice_coefficient: 0.7374 Epoch 7: loss did not improve from 0.13864 281/400 [====================>.........] - ETA: 1:08 - loss: 0.4793 - dice_coefficient: 0.7380 Epoch 7: loss did not improve from 0.13864 282/400 [====================>.........] - ETA: 1:07 - loss: 0.4828 - dice_coefficient: 0.7363 Epoch 7: loss did not improve from 0.13864 283/400 [====================>.........] - ETA: 1:07 - loss: 0.4818 - dice_coefficient: 0.7368 Epoch 7: loss did not improve from 0.13864 284/400 [====================>.........] - ETA: 1:06 - loss: 0.4847 - dice_coefficient: 0.7353 Epoch 7: loss did not improve from 0.13864 285/400 [====================>.........] - ETA: 1:05 - loss: 0.4874 - dice_coefficient: 0.7339 Epoch 7: loss did not improve from 0.13864 286/400 [====================>.........] - ETA: 1:05 - loss: 0.4869 - dice_coefficient: 0.7339 Epoch 7: loss did not improve from 0.13864 287/400 [====================>.........] - 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ETA: 41s - loss: 0.4731 - dice_coefficient: 0.7376 Epoch 7: loss did not improve from 0.13864 328/400 [=======================>......] - ETA: 41s - loss: 0.4727 - dice_coefficient: 0.7378 Epoch 7: loss did not improve from 0.13864 329/400 [=======================>......] - ETA: 40s - loss: 0.4723 - dice_coefficient: 0.7379 Epoch 7: loss did not improve from 0.13864 330/400 [=======================>......] - ETA: 40s - loss: 0.4713 - dice_coefficient: 0.7384 Epoch 7: loss did not improve from 0.13864 331/400 [=======================>......] - ETA: 39s - loss: 0.4704 - dice_coefficient: 0.7388 Epoch 7: loss did not improve from 0.13864 332/400 [=======================>......] - ETA: 38s - loss: 0.4703 - dice_coefficient: 0.7387 Epoch 7: loss did not improve from 0.13864 333/400 [=======================>......] - ETA: 38s - loss: 0.4705 - dice_coefficient: 0.7384 Epoch 7: loss did not improve from 0.13864 334/400 [========================>.....] - ETA: 37s - loss: 0.4701 - dice_coefficient: 0.7386 Epoch 7: loss did not improve from 0.13864 335/400 [========================>.....] - ETA: 37s - loss: 0.4701 - dice_coefficient: 0.7389 Epoch 7: loss did not improve from 0.13864 336/400 [========================>.....] - ETA: 36s - loss: 0.4695 - dice_coefficient: 0.7393 Epoch 7: loss did not improve from 0.13864 337/400 [========================>.....] - ETA: 36s - loss: 0.4688 - dice_coefficient: 0.7397 Epoch 7: loss did not improve from 0.13864 338/400 [========================>.....] - ETA: 35s - loss: 0.4681 - dice_coefficient: 0.7401 Epoch 7: loss did not improve from 0.13864 339/400 [========================>.....] - ETA: 34s - loss: 0.4675 - dice_coefficient: 0.7403 Epoch 7: loss did not improve from 0.13864 340/400 [========================>.....] - ETA: 34s - loss: 0.4671 - dice_coefficient: 0.7404 Epoch 7: loss did not improve from 0.13864 341/400 [========================>.....] - ETA: 33s - loss: 0.4669 - dice_coefficient: 0.7403 Epoch 7: loss did not improve from 0.13864 342/400 [========================>.....] - ETA: 33s - loss: 0.4661 - dice_coefficient: 0.7407 Epoch 7: loss did not improve from 0.13864 343/400 [========================>.....] - ETA: 32s - loss: 0.4654 - dice_coefficient: 0.7412 Epoch 7: loss did not improve from 0.13864 344/400 [========================>.....] - ETA: 32s - loss: 0.4645 - dice_coefficient: 0.7416 Epoch 7: loss did not improve from 0.13864 345/400 [========================>.....] - ETA: 31s - loss: 0.4643 - dice_coefficient: 0.7416 Epoch 7: loss did not improve from 0.13864 346/400 [========================>.....] - ETA: 30s - loss: 0.4642 - dice_coefficient: 0.7415 Epoch 7: loss did not improve from 0.13864 347/400 [=========================>....] - ETA: 30s - loss: 0.4657 - dice_coefficient: 0.7406 Epoch 7: loss did not improve from 0.13864 348/400 [=========================>....] - ETA: 29s - loss: 0.4657 - dice_coefficient: 0.7403 Epoch 7: loss did not improve from 0.13864 349/400 [=========================>....] - ETA: 29s - loss: 0.4670 - dice_coefficient: 0.7395 Epoch 7: loss did not improve from 0.13864 350/400 [=========================>....] - ETA: 28s - loss: 0.4666 - dice_coefficient: 0.7395 Epoch 7: loss did not improve from 0.13864 351/400 [=========================>....] - ETA: 28s - loss: 0.4666 - dice_coefficient: 0.7395 Epoch 7: loss did not improve from 0.13864 352/400 [=========================>....] - ETA: 27s - loss: 0.4661 - dice_coefficient: 0.7398 Epoch 7: loss did not improve from 0.13864 353/400 [=========================>....] - ETA: 26s - loss: 0.4665 - dice_coefficient: 0.7394 Epoch 7: loss did not improve from 0.13864 354/400 [=========================>....] - ETA: 26s - loss: 0.4658 - dice_coefficient: 0.7399 Epoch 7: loss did not improve from 0.13864 355/400 [=========================>....] - ETA: 25s - loss: 0.4666 - dice_coefficient: 0.7392 Epoch 7: loss did not improve from 0.13864 356/400 [=========================>....] - ETA: 25s - loss: 0.4669 - dice_coefficient: 0.7389 Epoch 7: loss did not improve from 0.13864 357/400 [=========================>....] - ETA: 24s - loss: 0.4668 - dice_coefficient: 0.7387 Epoch 7: loss did not improve from 0.13864 358/400 [=========================>....] - ETA: 24s - loss: 0.4658 - dice_coefficient: 0.7393 Epoch 7: loss did not improve from 0.13864 359/400 [=========================>....] - ETA: 23s - loss: 0.4657 - dice_coefficient: 0.7392 Epoch 7: loss did not improve from 0.13864 360/400 [==========================>...] - ETA: 22s - loss: 0.4648 - dice_coefficient: 0.7397 Epoch 7: loss did not improve from 0.13864 361/400 [==========================>...] - ETA: 22s - loss: 0.4640 - dice_coefficient: 0.7401 Epoch 7: loss did not improve from 0.13864 362/400 [==========================>...] - ETA: 21s - loss: 0.4633 - dice_coefficient: 0.7406 Epoch 7: loss did not improve from 0.13864 363/400 [==========================>...] - ETA: 21s - loss: 0.4628 - dice_coefficient: 0.7409 Epoch 7: loss did not improve from 0.13864 364/400 [==========================>...] - ETA: 20s - loss: 0.4622 - dice_coefficient: 0.7412 Epoch 7: loss did not improve from 0.13864 365/400 [==========================>...] - ETA: 20s - loss: 0.4617 - dice_coefficient: 0.7413 Epoch 7: loss did not improve from 0.13864 366/400 [==========================>...] - ETA: 19s - loss: 0.4614 - dice_coefficient: 0.7413 Epoch 7: loss did not improve from 0.13864 367/400 [==========================>...] - ETA: 18s - loss: 0.4608 - dice_coefficient: 0.7417 Epoch 7: loss did not improve from 0.13864 368/400 [==========================>...] - ETA: 18s - loss: 0.4608 - dice_coefficient: 0.7415 Epoch 7: loss did not improve from 0.13864 369/400 [==========================>...] - ETA: 17s - loss: 0.4615 - dice_coefficient: 0.7409 Epoch 7: loss did not improve from 0.13864 370/400 [==========================>...] - ETA: 17s - loss: 0.4606 - dice_coefficient: 0.7415 Epoch 7: loss did not improve from 0.13864 371/400 [==========================>...] - ETA: 16s - loss: 0.4616 - dice_coefficient: 0.7407 Epoch 7: loss did not improve from 0.13864 372/400 [==========================>...] - ETA: 16s - loss: 0.4613 - dice_coefficient: 0.7407 Epoch 7: loss did not improve from 0.13864 373/400 [==========================>...] - ETA: 15s - loss: 0.4608 - dice_coefficient: 0.7410 Epoch 7: loss did not improve from 0.13864 374/400 [===========================>..] - ETA: 14s - loss: 0.4602 - dice_coefficient: 0.7412 Epoch 7: loss did not improve from 0.13864 375/400 [===========================>..] - ETA: 14s - loss: 0.4595 - dice_coefficient: 0.7416 Epoch 7: loss did not improve from 0.13864 376/400 [===========================>..] - ETA: 13s - loss: 0.4598 - dice_coefficient: 0.7419 Epoch 7: loss did not improve from 0.13864 377/400 [===========================>..] - ETA: 13s - loss: 0.4591 - dice_coefficient: 0.7422 Epoch 7: loss did not improve from 0.13864 378/400 [===========================>..] - ETA: 12s - loss: 0.4594 - dice_coefficient: 0.7418 Epoch 7: loss did not improve from 0.13864 379/400 [===========================>..] - ETA: 12s - loss: 0.4597 - dice_coefficient: 0.7414 Epoch 7: loss did not improve from 0.13864 380/400 [===========================>..] - ETA: 11s - loss: 0.4589 - dice_coefficient: 0.7417 Epoch 7: loss did not improve from 0.13864 381/400 [===========================>..] - ETA: 10s - loss: 0.4582 - dice_coefficient: 0.7422 Epoch 7: loss did not improve from 0.13864 382/400 [===========================>..] - ETA: 10s - loss: 0.4581 - dice_coefficient: 0.7420 Epoch 7: loss did not improve from 0.13864 383/400 [===========================>..] - ETA: 9s - loss: 0.4578 - dice_coefficient: 0.7420 Epoch 7: loss did not improve from 0.13864 384/400 [===========================>..] - ETA: 9s - loss: 0.4573 - dice_coefficient: 0.7424 Epoch 7: loss did not improve from 0.13864 385/400 [===========================>..] - ETA: 8s - loss: 0.4572 - dice_coefficient: 0.7423 Epoch 7: loss did not improve from 0.13864 386/400 [===========================>..] - ETA: 8s - loss: 0.4576 - dice_coefficient: 0.7419 Epoch 7: loss did not improve from 0.13864 387/400 [============================>.] - ETA: 7s - loss: 0.4571 - dice_coefficient: 0.7421 Epoch 7: loss did not improve from 0.13864 388/400 [============================>.] - ETA: 6s - loss: 0.4564 - dice_coefficient: 0.7426 Epoch 7: loss did not improve from 0.13864 389/400 [============================>.] - ETA: 6s - loss: 0.4564 - dice_coefficient: 0.7425 Epoch 7: loss did not improve from 0.13864 390/400 [============================>.] - ETA: 5s - loss: 0.4558 - dice_coefficient: 0.7427 Epoch 7: loss did not improve from 0.13864 391/400 [============================>.] - ETA: 5s - loss: 0.4569 - dice_coefficient: 0.7419 Epoch 7: loss did not improve from 0.13864 392/400 [============================>.] - ETA: 4s - loss: 0.4561 - dice_coefficient: 0.7424 Epoch 7: loss did not improve from 0.13864 393/400 [============================>.] - ETA: 4s - loss: 0.4557 - dice_coefficient: 0.7425 Epoch 7: loss did not improve from 0.13864 394/400 [============================>.] - ETA: 3s - loss: 0.4552 - dice_coefficient: 0.7429 Epoch 7: loss did not improve from 0.13864 395/400 [============================>.] - ETA: 2s - loss: 0.4556 - dice_coefficient: 0.7424 Epoch 7: loss did not improve from 0.13864 396/400 [============================>.] - ETA: 2s - loss: 0.4550 - dice_coefficient: 0.7427 Epoch 7: loss did not improve from 0.13864 397/400 [============================>.] - ETA: 1s - loss: 0.4544 - dice_coefficient: 0.7431 Epoch 7: loss did not improve from 0.13864 398/400 [============================>.] - ETA: 1s - loss: 0.4541 - dice_coefficient: 0.7431 Epoch 7: loss did not improve from 0.13864 399/400 [============================>.] - ETA: 0s - loss: 0.4537 - dice_coefficient: 0.7432 Epoch 7: loss did not improve from 0.13864 400/400 [==============================] - 230s 576ms/step - loss: 0.4534 - dice_coefficient: 0.7433 - val_loss: 0.7839 - val_dice_coefficient: 0.5840 - lr: 1.0000e-04 Epoch 8/30 Epoch 8: loss did not improve from 0.13864 1/400 [..............................] - ETA: 3:38 - loss: 0.2165 - dice_coefficient: 0.8578 Epoch 8: loss did not improve from 0.13864 2/400 [..............................] - ETA: 3:52 - loss: 0.5315 - dice_coefficient: 0.6660 Epoch 8: loss did not improve from 0.13864 3/400 [..............................] - ETA: 3:50 - loss: 0.4040 - dice_coefficient: 0.7531 Epoch 8: loss did not improve from 0.13864 4/400 [..............................] - ETA: 3:49 - loss: 0.3715 - dice_coefficient: 0.7635 Epoch 8: loss did not improve from 0.13864 5/400 [..............................] - ETA: 3:47 - loss: 0.4351 - dice_coefficient: 0.7156 Epoch 8: loss did not improve from 0.13864 6/400 [..............................] - ETA: 3:44 - loss: 0.4272 - dice_coefficient: 0.7124 Epoch 8: loss did not improve from 0.13864 7/400 [..............................] - ETA: 3:44 - loss: 0.3908 - dice_coefficient: 0.7373 Epoch 8: loss did not improve from 0.13864 8/400 [..............................] - ETA: 3:44 - loss: 0.3971 - dice_coefficient: 0.7334 Epoch 8: loss did not improve from 0.13864 9/400 [..............................] - ETA: 3:43 - loss: 0.3856 - dice_coefficient: 0.7415 Epoch 8: loss did not improve from 0.13864 10/400 [..............................] - ETA: 3:42 - loss: 0.3865 - dice_coefficient: 0.7427 Epoch 8: loss did not improve from 0.13864 11/400 [..............................] - ETA: 3:42 - loss: 0.3991 - dice_coefficient: 0.7399 Epoch 8: loss did not improve from 0.13864 12/400 [..............................] - ETA: 3:42 - loss: 0.4066 - dice_coefficient: 0.7339 Epoch 8: loss did not improve from 0.13864 13/400 [..............................] - ETA: 3:43 - loss: 0.4062 - dice_coefficient: 0.7354 Epoch 8: loss did not improve from 0.13864 14/400 [>.............................] - ETA: 3:42 - loss: 0.4023 - dice_coefficient: 0.7351 Epoch 8: loss did not improve from 0.13864 15/400 [>.............................] - ETA: 3:41 - loss: 0.3883 - dice_coefficient: 0.7456 Epoch 8: loss did not improve from 0.13864 16/400 [>.............................] - ETA: 3:41 - loss: 0.3911 - dice_coefficient: 0.7418 Epoch 8: loss did not improve from 0.13864 17/400 [>.............................] - ETA: 3:40 - loss: 0.3839 - dice_coefficient: 0.7465 Epoch 8: loss did not improve from 0.13864 18/400 [>.............................] - ETA: 3:39 - loss: 0.3722 - dice_coefficient: 0.7542 Epoch 8: loss did not improve from 0.13864 19/400 [>.............................] - ETA: 3:39 - loss: 0.3635 - dice_coefficient: 0.7594 Epoch 8: loss did not improve from 0.13864 20/400 [>.............................] - ETA: 3:38 - loss: 0.3716 - dice_coefficient: 0.7521 Epoch 8: loss did not improve from 0.13864 21/400 [>.............................] - ETA: 3:37 - loss: 0.3621 - dice_coefficient: 0.7574 Epoch 8: loss did not improve from 0.13864 22/400 [>.............................] - ETA: 3:37 - loss: 0.3730 - dice_coefficient: 0.7519 Epoch 8: loss did not improve from 0.13864 23/400 [>.............................] - ETA: 3:36 - loss: 0.3878 - dice_coefficient: 0.7431 Epoch 8: loss did not improve from 0.13864 24/400 [>.............................] - ETA: 3:35 - loss: 0.3816 - dice_coefficient: 0.7484 Epoch 8: loss did not improve from 0.13864 25/400 [>.............................] - ETA: 3:35 - loss: 0.3786 - dice_coefficient: 0.7498 Epoch 8: loss did not improve from 0.13864 26/400 [>.............................] - ETA: 3:34 - loss: 0.3832 - dice_coefficient: 0.7464 Epoch 8: loss did not improve from 0.13864 27/400 [=>............................] - ETA: 3:34 - loss: 0.3743 - dice_coefficient: 0.7530 Epoch 8: loss did not improve from 0.13864 28/400 [=>............................] - ETA: 3:34 - loss: 0.3693 - dice_coefficient: 0.7581 Epoch 8: loss did not improve from 0.13864 29/400 [=>............................] - ETA: 3:33 - loss: 0.3677 - dice_coefficient: 0.7581 Epoch 8: loss did not improve from 0.13864 30/400 [=>............................] - ETA: 3:33 - loss: 0.3629 - dice_coefficient: 0.7628 Epoch 8: loss did not improve from 0.13864 31/400 [=>............................] - ETA: 3:32 - loss: 0.3565 - dice_coefficient: 0.7671 Epoch 8: loss did not improve from 0.13864 32/400 [=>............................] - ETA: 3:31 - loss: 0.3792 - dice_coefficient: 0.7550 Epoch 8: loss did not improve from 0.13864 33/400 [=>............................] - ETA: 3:31 - loss: 0.3750 - dice_coefficient: 0.7600 Epoch 8: loss did not improve from 0.13864 34/400 [=>............................] - ETA: 3:30 - loss: 0.3689 - dice_coefficient: 0.7652 Epoch 8: loss did not improve from 0.13864 35/400 [=>............................] - ETA: 3:29 - loss: 0.3679 - dice_coefficient: 0.7647 Epoch 8: loss did not improve from 0.13864 36/400 [=>............................] - ETA: 3:29 - loss: 0.3659 - dice_coefficient: 0.7666 Epoch 8: loss did not improve from 0.13864 37/400 [=>............................] - ETA: 3:28 - loss: 0.3606 - dice_coefficient: 0.7705 Epoch 8: loss did not improve from 0.13864 38/400 [=>............................] - ETA: 3:28 - loss: 0.3556 - dice_coefficient: 0.7746 Epoch 8: loss did not improve from 0.13864 39/400 [=>............................] - ETA: 3:27 - loss: 0.3534 - dice_coefficient: 0.7765 Epoch 8: loss did not improve from 0.13864 40/400 [==>...........................] - ETA: 3:26 - loss: 0.3502 - dice_coefficient: 0.7794 Epoch 8: loss did not improve from 0.13864 41/400 [==>...........................] - ETA: 3:26 - loss: 0.3451 - dice_coefficient: 0.7827 Epoch 8: loss did not improve from 0.13864 42/400 [==>...........................] - ETA: 3:25 - loss: 0.3399 - dice_coefficient: 0.7858 Epoch 8: loss did not improve from 0.13864 43/400 [==>...........................] - ETA: 3:25 - loss: 0.3495 - dice_coefficient: 0.7798 Epoch 8: loss did not improve from 0.13864 44/400 [==>...........................] - ETA: 3:24 - loss: 0.3510 - dice_coefficient: 0.7799 Epoch 8: loss did not improve from 0.13864 45/400 [==>...........................] - ETA: 3:23 - loss: 0.3503 - dice_coefficient: 0.7794 Epoch 8: loss did not improve from 0.13864 46/400 [==>...........................] - ETA: 3:23 - loss: 0.3462 - dice_coefficient: 0.7820 Epoch 8: loss did not improve from 0.13864 47/400 [==>...........................] - ETA: 3:22 - loss: 0.3408 - dice_coefficient: 0.7853 Epoch 8: loss did not improve from 0.13864 48/400 [==>...........................] - ETA: 3:21 - loss: 0.3365 - dice_coefficient: 0.7884 Epoch 8: loss did not improve from 0.13864 49/400 [==>...........................] - ETA: 3:21 - loss: 0.3458 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 50/400 [==>...........................] - ETA: 3:20 - loss: 0.3428 - dice_coefficient: 0.7844 Epoch 8: loss did not improve from 0.13864 51/400 [==>...........................] - ETA: 3:20 - loss: 0.3537 - dice_coefficient: 0.7776 Epoch 8: loss did not improve from 0.13864 52/400 [==>...........................] - ETA: 3:19 - loss: 0.3535 - dice_coefficient: 0.7772 Epoch 8: loss did not improve from 0.13864 53/400 [==>...........................] - ETA: 3:18 - loss: 0.3487 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 54/400 [===>..........................] - ETA: 3:18 - loss: 0.3562 - dice_coefficient: 0.7750 Epoch 8: loss did not improve from 0.13864 55/400 [===>..........................] - ETA: 3:17 - loss: 0.3554 - dice_coefficient: 0.7760 Epoch 8: loss did not improve from 0.13864 56/400 [===>..........................] - ETA: 3:17 - loss: 0.3532 - dice_coefficient: 0.7778 Epoch 8: loss did not improve from 0.13864 57/400 [===>..........................] - ETA: 3:16 - loss: 0.3547 - dice_coefficient: 0.7762 Epoch 8: loss did not improve from 0.13864 58/400 [===>..........................] - ETA: 3:16 - loss: 0.3560 - dice_coefficient: 0.7747 Epoch 8: loss did not improve from 0.13864 59/400 [===>..........................] - ETA: 3:15 - loss: 0.3558 - dice_coefficient: 0.7741 Epoch 8: loss did not improve from 0.13864 60/400 [===>..........................] - ETA: 3:14 - loss: 0.3525 - dice_coefficient: 0.7763 Epoch 8: loss did not improve from 0.13864 61/400 [===>..........................] - ETA: 3:14 - loss: 0.3528 - dice_coefficient: 0.7757 Epoch 8: loss did not improve from 0.13864 62/400 [===>..........................] - ETA: 3:13 - loss: 0.3492 - dice_coefficient: 0.7781 Epoch 8: loss did not improve from 0.13864 63/400 [===>..........................] - ETA: 3:13 - loss: 0.3482 - dice_coefficient: 0.7780 Epoch 8: loss did not improve from 0.13864 64/400 [===>..........................] - ETA: 3:12 - loss: 0.3440 - dice_coefficient: 0.7808 Epoch 8: loss did not improve from 0.13864 65/400 [===>..........................] - ETA: 3:12 - loss: 0.3424 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 66/400 [===>..........................] - ETA: 3:11 - loss: 0.3396 - dice_coefficient: 0.7837 Epoch 8: loss did not improve from 0.13864 67/400 [====>.........................] - ETA: 3:11 - loss: 0.3393 - dice_coefficient: 0.7833 Epoch 8: loss did not improve from 0.13864 68/400 [====>.........................] - ETA: 3:10 - loss: 0.3443 - dice_coefficient: 0.7798 Epoch 8: loss did not improve from 0.13864 69/400 [====>.........................] - ETA: 3:09 - loss: 0.3426 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 70/400 [====>.........................] - ETA: 3:09 - loss: 0.3428 - dice_coefficient: 0.7815 Epoch 8: loss did not improve from 0.13864 71/400 [====>.........................] - ETA: 3:08 - loss: 0.3408 - dice_coefficient: 0.7828 Epoch 8: loss did not improve from 0.13864 72/400 [====>.........................] - ETA: 3:08 - loss: 0.3379 - dice_coefficient: 0.7848 Epoch 8: loss did not improve from 0.13864 73/400 [====>.........................] - ETA: 3:07 - loss: 0.3423 - dice_coefficient: 0.7815 Epoch 8: loss did not improve from 0.13864 74/400 [====>.........................] - ETA: 3:06 - loss: 0.3394 - dice_coefficient: 0.7835 Epoch 8: loss did not improve from 0.13864 75/400 [====>.........................] - ETA: 3:06 - loss: 0.3401 - dice_coefficient: 0.7825 Epoch 8: loss did not improve from 0.13864 76/400 [====>.........................] - ETA: 3:05 - loss: 0.3405 - dice_coefficient: 0.7821 Epoch 8: loss did not improve from 0.13864 77/400 [====>.........................] - ETA: 3:05 - loss: 0.3390 - dice_coefficient: 0.7828 Epoch 8: loss did not improve from 0.13864 78/400 [====>.........................] - ETA: 3:04 - loss: 0.3373 - dice_coefficient: 0.7834 Epoch 8: loss did not improve from 0.13864 79/400 [====>.........................] - ETA: 3:04 - loss: 0.3345 - dice_coefficient: 0.7853 Epoch 8: loss did not improve from 0.13864 80/400 [=====>........................] - ETA: 3:03 - loss: 0.3339 - dice_coefficient: 0.7856 Epoch 8: loss did not improve from 0.13864 81/400 [=====>........................] - ETA: 3:02 - loss: 0.3337 - dice_coefficient: 0.7853 Epoch 8: loss did not improve from 0.13864 82/400 [=====>........................] - ETA: 3:02 - loss: 0.3311 - dice_coefficient: 0.7868 Epoch 8: loss did not improve from 0.13864 83/400 [=====>........................] - ETA: 3:01 - loss: 0.3344 - dice_coefficient: 0.7843 Epoch 8: loss did not improve from 0.13864 84/400 [=====>........................] - ETA: 3:01 - loss: 0.3325 - dice_coefficient: 0.7851 Epoch 8: loss did not improve from 0.13864 85/400 [=====>........................] - ETA: 3:00 - loss: 0.3339 - dice_coefficient: 0.7840 Epoch 8: loss did not improve from 0.13864 86/400 [=====>........................] - ETA: 3:00 - loss: 0.3350 - dice_coefficient: 0.7830 Epoch 8: loss did not improve from 0.13864 87/400 [=====>........................] - ETA: 2:59 - loss: 0.3409 - dice_coefficient: 0.7794 Epoch 8: loss did not improve from 0.13864 88/400 [=====>........................] - ETA: 2:58 - loss: 0.3441 - dice_coefficient: 0.7769 Epoch 8: loss did not improve from 0.13864 89/400 [=====>........................] - ETA: 2:58 - loss: 0.3558 - dice_coefficient: 0.7711 Epoch 8: loss did not improve from 0.13864 90/400 [=====>........................] - ETA: 2:57 - loss: 0.3561 - dice_coefficient: 0.7706 Epoch 8: loss did not improve from 0.13864 91/400 [=====>........................] - ETA: 2:57 - loss: 0.3557 - dice_coefficient: 0.7709 Epoch 8: loss did not improve from 0.13864 92/400 [=====>........................] - ETA: 2:56 - loss: 0.3530 - dice_coefficient: 0.7727 Epoch 8: loss did not improve from 0.13864 93/400 [=====>........................] - ETA: 2:55 - loss: 0.3524 - dice_coefficient: 0.7731 Epoch 8: loss did not improve from 0.13864 94/400 [======>.......................] - ETA: 2:55 - loss: 0.3542 - dice_coefficient: 0.7716 Epoch 8: loss did not improve from 0.13864 95/400 [======>.......................] - ETA: 2:54 - loss: 0.3523 - dice_coefficient: 0.7732 Epoch 8: loss did not improve from 0.13864 96/400 [======>.......................] - ETA: 2:54 - loss: 0.3503 - dice_coefficient: 0.7746 Epoch 8: loss did not improve from 0.13864 97/400 [======>.......................] - ETA: 2:53 - loss: 0.3492 - dice_coefficient: 0.7751 Epoch 8: loss did not improve from 0.13864 98/400 [======>.......................] - ETA: 2:53 - loss: 0.3475 - dice_coefficient: 0.7764 Epoch 8: loss did not improve from 0.13864 99/400 [======>.......................] - ETA: 2:52 - loss: 0.3453 - dice_coefficient: 0.7779 Epoch 8: loss did not improve from 0.13864 100/400 [======>.......................] - ETA: 2:51 - loss: 0.3451 - dice_coefficient: 0.7779 Epoch 8: loss did not improve from 0.13864 101/400 [======>.......................] - ETA: 2:51 - loss: 0.3478 - dice_coefficient: 0.7761 Epoch 8: loss did not improve from 0.13864 102/400 [======>.......................] - ETA: 2:50 - loss: 0.3464 - dice_coefficient: 0.7769 Epoch 8: loss did not improve from 0.13864 103/400 [======>.......................] - ETA: 2:50 - loss: 0.3443 - dice_coefficient: 0.7781 Epoch 8: loss did not improve from 0.13864 104/400 [======>.......................] - ETA: 2:49 - loss: 0.3429 - dice_coefficient: 0.7791 Epoch 8: loss did not improve from 0.13864 105/400 [======>.......................] - ETA: 2:48 - loss: 0.3428 - dice_coefficient: 0.7799 Epoch 8: loss did not improve from 0.13864 106/400 [======>.......................] - ETA: 2:48 - loss: 0.3414 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 107/400 [=======>......................] - ETA: 2:47 - loss: 0.3402 - dice_coefficient: 0.7819 Epoch 8: loss did not improve from 0.13864 108/400 [=======>......................] - ETA: 2:47 - loss: 0.3390 - dice_coefficient: 0.7830 Epoch 8: loss did not improve from 0.13864 109/400 [=======>......................] - ETA: 2:46 - loss: 0.3417 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 110/400 [=======>......................] - ETA: 2:46 - loss: 0.3423 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 111/400 [=======>......................] - ETA: 2:45 - loss: 0.3417 - dice_coefficient: 0.7806 Epoch 8: loss did not improve from 0.13864 112/400 [=======>......................] - ETA: 2:44 - loss: 0.3407 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 113/400 [=======>......................] - ETA: 2:44 - loss: 0.3412 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 114/400 [=======>......................] - ETA: 2:43 - loss: 0.3398 - dice_coefficient: 0.7814 Epoch 8: loss did not improve from 0.13864 115/400 [=======>......................] - ETA: 2:43 - loss: 0.3417 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 116/400 [=======>......................] - ETA: 2:42 - loss: 0.3437 - dice_coefficient: 0.7788 Epoch 8: loss did not improve from 0.13864 117/400 [=======>......................] - ETA: 2:42 - loss: 0.3426 - dice_coefficient: 0.7795 Epoch 8: loss did not improve from 0.13864 118/400 [=======>......................] - ETA: 2:41 - loss: 0.3421 - dice_coefficient: 0.7799 Epoch 8: loss did not improve from 0.13864 119/400 [=======>......................] - ETA: 2:40 - loss: 0.3421 - dice_coefficient: 0.7803 Epoch 8: loss did not improve from 0.13864 120/400 [========>.....................] - ETA: 2:40 - loss: 0.3410 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 121/400 [========>.....................] - ETA: 2:39 - loss: 0.3411 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 122/400 [========>.....................] - ETA: 2:39 - loss: 0.3401 - dice_coefficient: 0.7826 Epoch 8: loss did not improve from 0.13864 123/400 [========>.....................] - ETA: 2:38 - loss: 0.3392 - dice_coefficient: 0.7832 Epoch 8: loss did not improve from 0.13864 124/400 [========>.....................] - ETA: 2:38 - loss: 0.3390 - dice_coefficient: 0.7832 Epoch 8: loss did not improve from 0.13864 125/400 [========>.....................] - ETA: 2:37 - loss: 0.3377 - dice_coefficient: 0.7839 Epoch 8: loss did not improve from 0.13864 126/400 [========>.....................] - ETA: 2:37 - loss: 0.3377 - dice_coefficient: 0.7836 Epoch 8: loss did not improve from 0.13864 127/400 [========>.....................] - ETA: 2:36 - loss: 0.3365 - dice_coefficient: 0.7841 Epoch 8: loss did not improve from 0.13864 128/400 [========>.....................] - ETA: 2:35 - loss: 0.3382 - dice_coefficient: 0.7827 Epoch 8: loss did not improve from 0.13864 129/400 [========>.....................] - ETA: 2:35 - loss: 0.3375 - dice_coefficient: 0.7830 Epoch 8: loss did not improve from 0.13864 130/400 [========>.....................] - ETA: 2:34 - loss: 0.3363 - dice_coefficient: 0.7839 Epoch 8: loss did not improve from 0.13864 131/400 [========>.....................] - ETA: 2:34 - loss: 0.3368 - dice_coefficient: 0.7840 Epoch 8: loss did not improve from 0.13864 132/400 [========>.....................] - ETA: 2:33 - loss: 0.3351 - dice_coefficient: 0.7850 Epoch 8: loss did not improve from 0.13864 133/400 [========>.....................] - ETA: 2:33 - loss: 0.3347 - dice_coefficient: 0.7853 Epoch 8: loss did not improve from 0.13864 134/400 [=========>....................] - ETA: 2:32 - loss: 0.3408 - dice_coefficient: 0.7819 Epoch 8: loss did not improve from 0.13864 135/400 [=========>....................] - ETA: 2:31 - loss: 0.3426 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 136/400 [=========>....................] - ETA: 2:31 - loss: 0.3422 - dice_coefficient: 0.7806 Epoch 8: loss did not improve from 0.13864 137/400 [=========>....................] - ETA: 2:30 - loss: 0.3482 - dice_coefficient: 0.7773 Epoch 8: loss did not improve from 0.13864 138/400 [=========>....................] - ETA: 2:30 - loss: 0.3479 - dice_coefficient: 0.7771 Epoch 8: loss did not improve from 0.13864 139/400 [=========>....................] - ETA: 2:29 - loss: 0.3482 - dice_coefficient: 0.7775 Epoch 8: loss did not improve from 0.13864 140/400 [=========>....................] - ETA: 2:29 - loss: 0.3483 - dice_coefficient: 0.7777 Epoch 8: loss did not improve from 0.13864 141/400 [=========>....................] - ETA: 2:28 - loss: 0.3481 - dice_coefficient: 0.7776 Epoch 8: loss did not improve from 0.13864 142/400 [=========>....................] - ETA: 2:27 - loss: 0.3471 - dice_coefficient: 0.7782 Epoch 8: loss did not improve from 0.13864 143/400 [=========>....................] - ETA: 2:27 - loss: 0.3467 - dice_coefficient: 0.7784 Epoch 8: loss did not improve from 0.13864 144/400 [=========>....................] - ETA: 2:26 - loss: 0.3469 - dice_coefficient: 0.7784 Epoch 8: loss did not improve from 0.13864 145/400 [=========>....................] - ETA: 2:26 - loss: 0.3452 - dice_coefficient: 0.7796 Epoch 8: loss did not improve from 0.13864 146/400 [=========>....................] - ETA: 2:25 - loss: 0.3440 - dice_coefficient: 0.7803 Epoch 8: loss did not improve from 0.13864 147/400 [==========>...................] - ETA: 2:24 - loss: 0.3458 - dice_coefficient: 0.7795 Epoch 8: loss did not improve from 0.13864 148/400 [==========>...................] - ETA: 2:24 - loss: 0.3458 - dice_coefficient: 0.7794 Epoch 8: loss did not improve from 0.13864 149/400 [==========>...................] - ETA: 2:23 - loss: 0.3454 - dice_coefficient: 0.7803 Epoch 8: loss did not improve from 0.13864 150/400 [==========>...................] - ETA: 2:23 - loss: 0.3464 - dice_coefficient: 0.7795 Epoch 8: loss did not improve from 0.13864 151/400 [==========>...................] - ETA: 2:22 - loss: 0.3448 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 152/400 [==========>...................] - ETA: 2:22 - loss: 0.3446 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 153/400 [==========>...................] - ETA: 2:21 - loss: 0.3440 - dice_coefficient: 0.7815 Epoch 8: loss did not improve from 0.13864 154/400 [==========>...................] - ETA: 2:20 - loss: 0.3442 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 155/400 [==========>...................] - ETA: 2:20 - loss: 0.3431 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 156/400 [==========>...................] - ETA: 2:19 - loss: 0.3453 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 157/400 [==========>...................] - ETA: 2:19 - loss: 0.3448 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 158/400 [==========>...................] - ETA: 2:18 - loss: 0.3456 - dice_coefficient: 0.7796 Epoch 8: loss did not improve from 0.13864 159/400 [==========>...................] - ETA: 2:18 - loss: 0.3446 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 160/400 [===========>..................] - ETA: 2:17 - loss: 0.3438 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 161/400 [===========>..................] - ETA: 2:16 - loss: 0.3432 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 162/400 [===========>..................] - ETA: 2:16 - loss: 0.3433 - dice_coefficient: 0.7812 Epoch 8: loss did not improve from 0.13864 163/400 [===========>..................] - ETA: 2:15 - loss: 0.3432 - dice_coefficient: 0.7817 Epoch 8: loss did not improve from 0.13864 164/400 [===========>..................] - ETA: 2:15 - loss: 0.3517 - dice_coefficient: 0.7781 Epoch 8: loss did not improve from 0.13864 165/400 [===========>..................] - ETA: 2:14 - loss: 0.3510 - dice_coefficient: 0.7786 Epoch 8: loss did not improve from 0.13864 166/400 [===========>..................] - ETA: 2:14 - loss: 0.3501 - dice_coefficient: 0.7792 Epoch 8: loss did not improve from 0.13864 167/400 [===========>..................] - ETA: 2:13 - loss: 0.3490 - dice_coefficient: 0.7798 Epoch 8: loss did not improve from 0.13864 168/400 [===========>..................] - ETA: 2:12 - loss: 0.3482 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 169/400 [===========>..................] - ETA: 2:12 - loss: 0.3469 - dice_coefficient: 0.7812 Epoch 8: loss did not improve from 0.13864 170/400 [===========>..................] - ETA: 2:11 - loss: 0.3469 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 171/400 [===========>..................] - ETA: 2:11 - loss: 0.3474 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 172/400 [===========>..................] - ETA: 2:10 - loss: 0.3463 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 173/400 [===========>..................] - ETA: 2:10 - loss: 0.3454 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 174/400 [============>.................] - ETA: 2:09 - loss: 0.3444 - dice_coefficient: 0.7823 Epoch 8: loss did not improve from 0.13864 175/400 [============>.................] - ETA: 2:08 - loss: 0.3436 - dice_coefficient: 0.7827 Epoch 8: loss did not improve from 0.13864 176/400 [============>.................] - ETA: 2:08 - loss: 0.3450 - dice_coefficient: 0.7815 Epoch 8: loss did not improve from 0.13864 177/400 [============>.................] - ETA: 2:07 - loss: 0.3439 - dice_coefficient: 0.7823 Epoch 8: loss did not improve from 0.13864 178/400 [============>.................] - ETA: 2:07 - loss: 0.3430 - dice_coefficient: 0.7828 Epoch 8: loss did not improve from 0.13864 179/400 [============>.................] - ETA: 2:06 - loss: 0.3441 - dice_coefficient: 0.7823 Epoch 8: loss did not improve from 0.13864 180/400 [============>.................] - ETA: 2:06 - loss: 0.3434 - dice_coefficient: 0.7826 Epoch 8: loss did not improve from 0.13864 181/400 [============>.................] - ETA: 2:05 - loss: 0.3430 - dice_coefficient: 0.7828 Epoch 8: loss did not improve from 0.13864 182/400 [============>.................] - ETA: 2:04 - loss: 0.3427 - dice_coefficient: 0.7827 Epoch 8: loss did not improve from 0.13864 183/400 [============>.................] - ETA: 2:04 - loss: 0.3422 - dice_coefficient: 0.7829 Epoch 8: loss did not improve from 0.13864 184/400 [============>.................] - ETA: 2:03 - loss: 0.3417 - dice_coefficient: 0.7835 Epoch 8: loss did not improve from 0.13864 185/400 [============>.................] - ETA: 2:03 - loss: 0.3411 - dice_coefficient: 0.7838 Epoch 8: loss did not improve from 0.13864 186/400 [============>.................] - ETA: 2:02 - loss: 0.3400 - dice_coefficient: 0.7845 Epoch 8: loss did not improve from 0.13864 187/400 [=============>................] - ETA: 2:01 - loss: 0.3396 - dice_coefficient: 0.7848 Epoch 8: loss did not improve from 0.13864 188/400 [=============>................] - ETA: 2:01 - loss: 0.3404 - dice_coefficient: 0.7852 Epoch 8: loss did not improve from 0.13864 189/400 [=============>................] - ETA: 2:00 - loss: 0.3397 - dice_coefficient: 0.7854 Epoch 8: loss did not improve from 0.13864 190/400 [=============>................] - ETA: 2:00 - loss: 0.3396 - dice_coefficient: 0.7855 Epoch 8: loss did not improve from 0.13864 191/400 [=============>................] - ETA: 1:59 - loss: 0.3390 - dice_coefficient: 0.7858 Epoch 8: loss did not improve from 0.13864 192/400 [=============>................] - ETA: 1:59 - loss: 0.3386 - dice_coefficient: 0.7863 Epoch 8: loss did not improve from 0.13864 193/400 [=============>................] - ETA: 1:58 - loss: 0.3387 - dice_coefficient: 0.7867 Epoch 8: loss did not improve from 0.13864 194/400 [=============>................] - ETA: 1:57 - loss: 0.3382 - dice_coefficient: 0.7868 Epoch 8: loss did not improve from 0.13864 195/400 [=============>................] - ETA: 1:57 - loss: 0.3380 - dice_coefficient: 0.7873 Epoch 8: loss did not improve from 0.13864 196/400 [=============>................] - ETA: 1:56 - loss: 0.3373 - dice_coefficient: 0.7878 Epoch 8: loss did not improve from 0.13864 197/400 [=============>................] - ETA: 1:56 - loss: 0.3375 - dice_coefficient: 0.7876 Epoch 8: loss did not improve from 0.13864 198/400 [=============>................] - ETA: 1:55 - loss: 0.3395 - dice_coefficient: 0.7864 Epoch 8: loss did not improve from 0.13864 199/400 [=============>................] - ETA: 1:55 - loss: 0.3397 - dice_coefficient: 0.7860 Epoch 8: loss did not improve from 0.13864 200/400 [==============>...............] - ETA: 1:54 - loss: 0.3392 - dice_coefficient: 0.7863 Epoch 8: loss did not improve from 0.13864 201/400 [==============>...............] - ETA: 1:53 - loss: 0.3384 - dice_coefficient: 0.7869 Epoch 8: loss did not improve from 0.13864 202/400 [==============>...............] - ETA: 1:53 - loss: 0.3374 - dice_coefficient: 0.7875 Epoch 8: loss did not improve from 0.13864 203/400 [==============>...............] - ETA: 1:52 - loss: 0.3370 - dice_coefficient: 0.7879 Epoch 8: loss did not improve from 0.13864 204/400 [==============>...............] - ETA: 1:52 - loss: 0.3387 - dice_coefficient: 0.7868 Epoch 8: loss did not improve from 0.13864 205/400 [==============>...............] - ETA: 1:51 - loss: 0.3382 - dice_coefficient: 0.7870 Epoch 8: loss did not improve from 0.13864 206/400 [==============>...............] - ETA: 1:51 - loss: 0.3376 - dice_coefficient: 0.7877 Epoch 8: loss did not improve from 0.13864 207/400 [==============>...............] - ETA: 1:50 - loss: 0.3371 - dice_coefficient: 0.7880 Epoch 8: loss did not improve from 0.13864 208/400 [==============>...............] - ETA: 1:49 - loss: 0.3363 - dice_coefficient: 0.7885 Epoch 8: loss did not improve from 0.13864 209/400 [==============>...............] - ETA: 1:49 - loss: 0.3362 - dice_coefficient: 0.7883 Epoch 8: loss did not improve from 0.13864 210/400 [==============>...............] - ETA: 1:48 - loss: 0.3359 - dice_coefficient: 0.7883 Epoch 8: loss did not improve from 0.13864 211/400 [==============>...............] - ETA: 1:48 - loss: 0.3352 - dice_coefficient: 0.7887 Epoch 8: loss did not improve from 0.13864 212/400 [==============>...............] - ETA: 1:47 - loss: 0.3351 - dice_coefficient: 0.7885 Epoch 8: loss did not improve from 0.13864 213/400 [==============>...............] - ETA: 1:47 - loss: 0.3348 - dice_coefficient: 0.7887 Epoch 8: loss did not improve from 0.13864 214/400 [===============>..............] - ETA: 1:46 - loss: 0.3383 - dice_coefficient: 0.7869 Epoch 8: loss did not improve from 0.13864 215/400 [===============>..............] - ETA: 1:45 - loss: 0.3375 - dice_coefficient: 0.7873 Epoch 8: loss did not improve from 0.13864 216/400 [===============>..............] - ETA: 1:45 - loss: 0.3371 - dice_coefficient: 0.7875 Epoch 8: loss did not improve from 0.13864 217/400 [===============>..............] - ETA: 1:44 - loss: 0.3366 - dice_coefficient: 0.7880 Epoch 8: loss did not improve from 0.13864 218/400 [===============>..............] - ETA: 1:44 - loss: 0.3365 - dice_coefficient: 0.7878 Epoch 8: loss did not improve from 0.13864 219/400 [===============>..............] - ETA: 1:43 - loss: 0.3360 - dice_coefficient: 0.7880 Epoch 8: loss did not improve from 0.13864 220/400 [===============>..............] - ETA: 1:43 - loss: 0.3356 - dice_coefficient: 0.7885 Epoch 8: loss did not improve from 0.13864 221/400 [===============>..............] - ETA: 1:42 - loss: 0.3353 - dice_coefficient: 0.7887 Epoch 8: loss did not improve from 0.13864 222/400 [===============>..............] - ETA: 1:42 - loss: 0.3362 - dice_coefficient: 0.7879 Epoch 8: loss did not improve from 0.13864 223/400 [===============>..............] - ETA: 1:41 - loss: 0.3362 - dice_coefficient: 0.7876 Epoch 8: loss did not improve from 0.13864 224/400 [===============>..............] - ETA: 1:40 - loss: 0.3420 - dice_coefficient: 0.7852 Epoch 8: loss did not improve from 0.13864 225/400 [===============>..............] - ETA: 1:40 - loss: 0.3417 - dice_coefficient: 0.7855 Epoch 8: loss did not improve from 0.13864 226/400 [===============>..............] - ETA: 1:39 - loss: 0.3444 - dice_coefficient: 0.7838 Epoch 8: loss did not improve from 0.13864 227/400 [================>.............] - ETA: 1:39 - loss: 0.3443 - dice_coefficient: 0.7842 Epoch 8: loss did not improve from 0.13864 228/400 [================>.............] - ETA: 1:38 - loss: 0.3440 - dice_coefficient: 0.7845 Epoch 8: loss did not improve from 0.13864 229/400 [================>.............] - ETA: 1:38 - loss: 0.3436 - dice_coefficient: 0.7845 Epoch 8: loss did not improve from 0.13864 230/400 [================>.............] - ETA: 1:37 - loss: 0.3431 - dice_coefficient: 0.7847 Epoch 8: loss did not improve from 0.13864 231/400 [================>.............] - ETA: 1:36 - loss: 0.3425 - dice_coefficient: 0.7851 Epoch 8: loss did not improve from 0.13864 232/400 [================>.............] - ETA: 1:36 - loss: 0.3434 - dice_coefficient: 0.7844 Epoch 8: loss did not improve from 0.13864 233/400 [================>.............] - ETA: 1:35 - loss: 0.3434 - dice_coefficient: 0.7843 Epoch 8: loss did not improve from 0.13864 234/400 [================>.............] - ETA: 1:35 - loss: 0.3466 - dice_coefficient: 0.7825 Epoch 8: loss did not improve from 0.13864 235/400 [================>.............] - ETA: 1:34 - loss: 0.3463 - dice_coefficient: 0.7826 Epoch 8: loss did not improve from 0.13864 236/400 [================>.............] - ETA: 1:34 - loss: 0.3455 - dice_coefficient: 0.7833 Epoch 8: loss did not improve from 0.13864 237/400 [================>.............] - ETA: 1:33 - loss: 0.3445 - dice_coefficient: 0.7838 Epoch 8: loss did not improve from 0.13864 238/400 [================>.............] - ETA: 1:32 - loss: 0.3475 - dice_coefficient: 0.7821 Epoch 8: loss did not improve from 0.13864 239/400 [================>.............] - ETA: 1:32 - loss: 0.3470 - dice_coefficient: 0.7824 Epoch 8: loss did not improve from 0.13864 240/400 [=================>............] - ETA: 1:31 - loss: 0.3467 - dice_coefficient: 0.7824 Epoch 8: loss did not improve from 0.13864 241/400 [=================>............] - ETA: 1:31 - loss: 0.3464 - dice_coefficient: 0.7827 Epoch 8: loss did not improve from 0.13864 242/400 [=================>............] - ETA: 1:30 - loss: 0.3486 - dice_coefficient: 0.7813 Epoch 8: loss did not improve from 0.13864 243/400 [=================>............] - ETA: 1:29 - loss: 0.3479 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 244/400 [=================>............] - ETA: 1:29 - loss: 0.3486 - dice_coefficient: 0.7810 Epoch 8: loss did not improve from 0.13864 245/400 [=================>............] - ETA: 1:28 - loss: 0.3477 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 246/400 [=================>............] - ETA: 1:28 - loss: 0.3471 - dice_coefficient: 0.7819 Epoch 8: loss did not improve from 0.13864 247/400 [=================>............] - ETA: 1:27 - loss: 0.3463 - dice_coefficient: 0.7824 Epoch 8: loss did not improve from 0.13864 248/400 [=================>............] - ETA: 1:27 - loss: 0.3458 - dice_coefficient: 0.7826 Epoch 8: loss did not improve from 0.13864 249/400 [=================>............] - ETA: 1:26 - loss: 0.3454 - dice_coefficient: 0.7830 Epoch 8: loss did not improve from 0.13864 250/400 [=================>............] - ETA: 1:25 - loss: 0.3447 - dice_coefficient: 0.7835 Epoch 8: loss did not improve from 0.13864 251/400 [=================>............] - ETA: 1:25 - loss: 0.3443 - dice_coefficient: 0.7837 Epoch 8: loss did not improve from 0.13864 252/400 [=================>............] - ETA: 1:24 - loss: 0.3480 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 253/400 [=================>............] - ETA: 1:24 - loss: 0.3476 - dice_coefficient: 0.7821 Epoch 8: loss did not improve from 0.13864 254/400 [==================>...........] - ETA: 1:23 - loss: 0.3470 - dice_coefficient: 0.7827 Epoch 8: loss did not improve from 0.13864 255/400 [==================>...........] - ETA: 1:23 - loss: 0.3470 - dice_coefficient: 0.7826 Epoch 8: loss did not improve from 0.13864 256/400 [==================>...........] - ETA: 1:22 - loss: 0.3465 - dice_coefficient: 0.7830 Epoch 8: loss did not improve from 0.13864 257/400 [==================>...........] - ETA: 1:21 - loss: 0.3472 - dice_coefficient: 0.7824 Epoch 8: loss did not improve from 0.13864 258/400 [==================>...........] - ETA: 1:21 - loss: 0.3474 - dice_coefficient: 0.7822 Epoch 8: loss did not improve from 0.13864 259/400 [==================>...........] - ETA: 1:20 - loss: 0.3478 - dice_coefficient: 0.7817 Epoch 8: loss did not improve from 0.13864 260/400 [==================>...........] - ETA: 1:20 - loss: 0.3493 - dice_coefficient: 0.7807 Epoch 8: loss did not improve from 0.13864 261/400 [==================>...........] - ETA: 1:19 - loss: 0.3486 - dice_coefficient: 0.7810 Epoch 8: loss did not improve from 0.13864 262/400 [==================>...........] - ETA: 1:19 - loss: 0.3494 - dice_coefficient: 0.7803 Epoch 8: loss did not improve from 0.13864 263/400 [==================>...........] - ETA: 1:18 - loss: 0.3491 - dice_coefficient: 0.7807 Epoch 8: loss did not improve from 0.13864 264/400 [==================>...........] - ETA: 1:17 - loss: 0.3484 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 265/400 [==================>...........] - ETA: 1:17 - loss: 0.3479 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 266/400 [==================>...........] - ETA: 1:16 - loss: 0.3476 - dice_coefficient: 0.7817 Epoch 8: loss did not improve from 0.13864 267/400 [===================>..........] - ETA: 1:16 - loss: 0.3501 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 268/400 [===================>..........] - ETA: 1:15 - loss: 0.3502 - dice_coefficient: 0.7799 Epoch 8: loss did not improve from 0.13864 269/400 [===================>..........] - ETA: 1:15 - loss: 0.3498 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 270/400 [===================>..........] - ETA: 1:14 - loss: 0.3503 - dice_coefficient: 0.7797 Epoch 8: loss did not improve from 0.13864 271/400 [===================>..........] - ETA: 1:13 - loss: 0.3495 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 272/400 [===================>..........] - ETA: 1:13 - loss: 0.3495 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 273/400 [===================>..........] - ETA: 1:12 - loss: 0.3489 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 274/400 [===================>..........] - ETA: 1:12 - loss: 0.3481 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 275/400 [===================>..........] - ETA: 1:11 - loss: 0.3475 - dice_coefficient: 0.7817 Epoch 8: loss did not improve from 0.13864 276/400 [===================>..........] - ETA: 1:11 - loss: 0.3478 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 277/400 [===================>..........] - ETA: 1:10 - loss: 0.3475 - dice_coefficient: 0.7817 Epoch 8: loss did not improve from 0.13864 278/400 [===================>..........] - ETA: 1:09 - loss: 0.3496 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 279/400 [===================>..........] - ETA: 1:09 - loss: 0.3495 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 280/400 [====================>.........] - ETA: 1:08 - loss: 0.3500 - dice_coefficient: 0.7799 Epoch 8: loss did not improve from 0.13864 281/400 [====================>.........] - ETA: 1:08 - loss: 0.3498 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 282/400 [====================>.........] - ETA: 1:07 - loss: 0.3497 - dice_coefficient: 0.7800 Epoch 8: loss did not improve from 0.13864 283/400 [====================>.........] - ETA: 1:07 - loss: 0.3522 - dice_coefficient: 0.7785 Epoch 8: loss did not improve from 0.13864 284/400 [====================>.........] - ETA: 1:06 - loss: 0.3515 - dice_coefficient: 0.7790 Epoch 8: loss did not improve from 0.13864 285/400 [====================>.........] - ETA: 1:05 - loss: 0.3509 - dice_coefficient: 0.7794 Epoch 8: loss did not improve from 0.13864 286/400 [====================>.........] - ETA: 1:05 - loss: 0.3520 - dice_coefficient: 0.7786 Epoch 8: loss did not improve from 0.13864 287/400 [====================>.........] - ETA: 1:04 - loss: 0.3512 - dice_coefficient: 0.7791 Epoch 8: loss did not improve from 0.13864 288/400 [====================>.........] - ETA: 1:04 - loss: 0.3505 - dice_coefficient: 0.7797 Epoch 8: loss did not improve from 0.13864 289/400 [====================>.........] - ETA: 1:03 - loss: 0.3498 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 290/400 [====================>.........] - ETA: 1:03 - loss: 0.3495 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 291/400 [====================>.........] - ETA: 1:02 - loss: 0.3510 - dice_coefficient: 0.7795 Epoch 8: loss did not improve from 0.13864 292/400 [====================>.........] - ETA: 1:01 - loss: 0.3503 - dice_coefficient: 0.7799 Epoch 8: loss did not improve from 0.13864 293/400 [====================>.........] - ETA: 1:01 - loss: 0.3510 - dice_coefficient: 0.7793 Epoch 8: loss did not improve from 0.13864 294/400 [=====================>........] - ETA: 1:00 - loss: 0.3504 - dice_coefficient: 0.7796 Epoch 8: loss did not improve from 0.13864 295/400 [=====================>........] - ETA: 1:00 - loss: 0.3497 - dice_coefficient: 0.7800 Epoch 8: loss did not improve from 0.13864 296/400 [=====================>........] - ETA: 59s - loss: 0.3489 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 297/400 [=====================>........] - ETA: 59s - loss: 0.3495 - dice_coefficient: 0.7808 Epoch 8: loss did not improve from 0.13864 298/400 [=====================>........] - ETA: 58s - loss: 0.3490 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 299/400 [=====================>........] - ETA: 57s - loss: 0.3483 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 300/400 [=====================>........] - ETA: 57s - loss: 0.3480 - dice_coefficient: 0.7819 Epoch 8: loss did not improve from 0.13864 301/400 [=====================>........] - ETA: 56s - loss: 0.3475 - dice_coefficient: 0.7822 Epoch 8: loss did not improve from 0.13864 302/400 [=====================>........] - ETA: 56s - loss: 0.3470 - dice_coefficient: 0.7824 Epoch 8: loss did not improve from 0.13864 303/400 [=====================>........] - ETA: 55s - loss: 0.3463 - dice_coefficient: 0.7828 Epoch 8: loss did not improve from 0.13864 304/400 [=====================>........] - ETA: 55s - loss: 0.3463 - dice_coefficient: 0.7828 Epoch 8: loss did not improve from 0.13864 305/400 [=====================>........] - ETA: 54s - loss: 0.3493 - dice_coefficient: 0.7812 Epoch 8: loss did not improve from 0.13864 306/400 [=====================>........] - ETA: 53s - loss: 0.3492 - dice_coefficient: 0.7812 Epoch 8: loss did not improve from 0.13864 307/400 [======================>.......] - ETA: 53s - loss: 0.3488 - dice_coefficient: 0.7815 Epoch 8: loss did not improve from 0.13864 308/400 [======================>.......] - ETA: 52s - loss: 0.3483 - dice_coefficient: 0.7819 Epoch 8: loss did not improve from 0.13864 309/400 [======================>.......] - ETA: 52s - loss: 0.3483 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 310/400 [======================>.......] - ETA: 51s - loss: 0.3477 - dice_coefficient: 0.7822 Epoch 8: loss did not improve from 0.13864 311/400 [======================>.......] - ETA: 50s - loss: 0.3498 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 312/400 [======================>.......] - ETA: 50s - loss: 0.3495 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 313/400 [======================>.......] - ETA: 49s - loss: 0.3498 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 314/400 [======================>.......] - ETA: 49s - loss: 0.3492 - dice_coefficient: 0.7812 Epoch 8: loss did not improve from 0.13864 315/400 [======================>.......] - ETA: 48s - loss: 0.3490 - dice_coefficient: 0.7815 Epoch 8: loss did not improve from 0.13864 316/400 [======================>.......] - ETA: 48s - loss: 0.3495 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 317/400 [======================>.......] - ETA: 47s - loss: 0.3495 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 318/400 [======================>.......] - ETA: 46s - loss: 0.3492 - dice_coefficient: 0.7810 Epoch 8: loss did not improve from 0.13864 319/400 [======================>.......] - ETA: 46s - loss: 0.3490 - dice_coefficient: 0.7812 Epoch 8: loss did not improve from 0.13864 320/400 [=======================>......] - ETA: 45s - loss: 0.3484 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 321/400 [=======================>......] - ETA: 45s - loss: 0.3480 - dice_coefficient: 0.7818 Epoch 8: loss did not improve from 0.13864 322/400 [=======================>......] - ETA: 44s - loss: 0.3489 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 323/400 [=======================>......] - ETA: 44s - loss: 0.3500 - dice_coefficient: 0.7803 Epoch 8: loss did not improve from 0.13864 324/400 [=======================>......] - ETA: 43s - loss: 0.3496 - dice_coefficient: 0.7806 Epoch 8: loss did not improve from 0.13864 325/400 [=======================>......] - ETA: 42s - loss: 0.3495 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 326/400 [=======================>......] - ETA: 42s - loss: 0.3489 - dice_coefficient: 0.7808 Epoch 8: loss did not improve from 0.13864 327/400 [=======================>......] - ETA: 41s - loss: 0.3494 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 328/400 [=======================>......] - ETA: 41s - loss: 0.3493 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 329/400 [=======================>......] - ETA: 40s - loss: 0.3493 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 330/400 [=======================>......] - ETA: 40s - loss: 0.3489 - dice_coefficient: 0.7806 Epoch 8: loss did not improve from 0.13864 331/400 [=======================>......] - ETA: 39s - loss: 0.3485 - dice_coefficient: 0.7810 Epoch 8: loss did not improve from 0.13864 332/400 [=======================>......] - ETA: 38s - loss: 0.3500 - dice_coefficient: 0.7800 Epoch 8: loss did not improve from 0.13864 333/400 [=======================>......] - ETA: 38s - loss: 0.3496 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 334/400 [========================>.....] - ETA: 37s - loss: 0.3498 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 335/400 [========================>.....] - ETA: 37s - loss: 0.3494 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 336/400 [========================>.....] - ETA: 36s - loss: 0.3491 - dice_coefficient: 0.7806 Epoch 8: loss did not improve from 0.13864 337/400 [========================>.....] - ETA: 36s - loss: 0.3489 - dice_coefficient: 0.7807 Epoch 8: loss did not improve from 0.13864 338/400 [========================>.....] - ETA: 35s - loss: 0.3492 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 339/400 [========================>.....] - ETA: 34s - loss: 0.3487 - dice_coefficient: 0.7807 Epoch 8: loss did not improve from 0.13864 340/400 [========================>.....] - ETA: 34s - loss: 0.3481 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 341/400 [========================>.....] - ETA: 33s - loss: 0.3492 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 342/400 [========================>.....] - ETA: 33s - loss: 0.3489 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 343/400 [========================>.....] - ETA: 32s - loss: 0.3490 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 344/400 [========================>.....] - ETA: 32s - loss: 0.3491 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 345/400 [========================>.....] - ETA: 31s - loss: 0.3505 - dice_coefficient: 0.7795 Epoch 8: loss did not improve from 0.13864 346/400 [========================>.....] - ETA: 30s - loss: 0.3501 - dice_coefficient: 0.7797 Epoch 8: loss did not improve from 0.13864 347/400 [=========================>....] - ETA: 30s - loss: 0.3495 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 348/400 [=========================>....] - ETA: 29s - loss: 0.3489 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 349/400 [=========================>....] - ETA: 29s - loss: 0.3483 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 350/400 [=========================>....] - ETA: 28s - loss: 0.3481 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 351/400 [=========================>....] - ETA: 28s - loss: 0.3490 - dice_coefficient: 0.7803 Epoch 8: loss did not improve from 0.13864 352/400 [=========================>....] - ETA: 27s - loss: 0.3491 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 353/400 [=========================>....] - ETA: 26s - loss: 0.3489 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 354/400 [=========================>....] - ETA: 26s - loss: 0.3489 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 355/400 [=========================>....] - ETA: 25s - loss: 0.3488 - dice_coefficient: 0.7801 Epoch 8: loss did not improve from 0.13864 356/400 [=========================>....] - ETA: 25s - loss: 0.3486 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 357/400 [=========================>....] - ETA: 24s - loss: 0.3485 - dice_coefficient: 0.7802 Epoch 8: loss did not improve from 0.13864 358/400 [=========================>....] - ETA: 24s - loss: 0.3480 - dice_coefficient: 0.7805 Epoch 8: loss did not improve from 0.13864 359/400 [=========================>....] - ETA: 23s - loss: 0.3476 - dice_coefficient: 0.7807 Epoch 8: loss did not improve from 0.13864 360/400 [==========================>...] - ETA: 22s - loss: 0.3480 - dice_coefficient: 0.7804 Epoch 8: loss did not improve from 0.13864 361/400 [==========================>...] - ETA: 22s - loss: 0.3475 - dice_coefficient: 0.7807 Epoch 8: loss did not improve from 0.13864 362/400 [==========================>...] - ETA: 21s - loss: 0.3473 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 363/400 [==========================>...] - ETA: 21s - loss: 0.3471 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 364/400 [==========================>...] - ETA: 20s - loss: 0.3469 - dice_coefficient: 0.7809 Epoch 8: loss did not improve from 0.13864 365/400 [==========================>...] - ETA: 20s - loss: 0.3464 - dice_coefficient: 0.7813 Epoch 8: loss did not improve from 0.13864 366/400 [==========================>...] - ETA: 19s - loss: 0.3469 - dice_coefficient: 0.7811 Epoch 8: loss did not improve from 0.13864 367/400 [==========================>...] - ETA: 18s - loss: 0.3466 - dice_coefficient: 0.7813 Epoch 8: loss did not improve from 0.13864 368/400 [==========================>...] - ETA: 18s - loss: 0.3470 - dice_coefficient: 0.7808 Epoch 8: loss did not improve from 0.13864 369/400 [==========================>...] - ETA: 17s - loss: 0.3464 - dice_coefficient: 0.7813 Epoch 8: loss did not improve from 0.13864 370/400 [==========================>...] - ETA: 17s - loss: 0.3462 - dice_coefficient: 0.7815 Epoch 8: loss did not improve from 0.13864 371/400 [==========================>...] - ETA: 16s - loss: 0.3460 - dice_coefficient: 0.7816 Epoch 8: loss did not improve from 0.13864 372/400 [==========================>...] - ETA: 16s - loss: 0.3458 - dice_coefficient: 0.7817 Epoch 8: loss did not improve from 0.13864 373/400 [==========================>...] - ETA: 15s - loss: 0.3472 - dice_coefficient: 0.7808 Epoch 8: loss did not improve from 0.13864 374/400 [===========================>..] - ETA: 14s - loss: 0.3468 - dice_coefficient: 0.7810 Epoch 8: loss did not improve from 0.13864 375/400 [===========================>..] - ETA: 14s - loss: 0.3493 - dice_coefficient: 0.7798 Epoch 8: loss did not improve from 0.13864 376/400 [===========================>..] - ETA: 13s - loss: 0.3499 - dice_coefficient: 0.7794 Epoch 8: loss did not improve from 0.13864 377/400 [===========================>..] - ETA: 13s - loss: 0.3495 - dice_coefficient: 0.7797 Epoch 8: loss did not improve from 0.13864 378/400 [===========================>..] - ETA: 12s - loss: 0.3494 - dice_coefficient: 0.7797 Epoch 8: loss did not improve from 0.13864 379/400 [===========================>..] - ETA: 12s - loss: 0.3490 - dice_coefficient: 0.7799 Epoch 8: loss did not improve from 0.13864 380/400 [===========================>..] - ETA: 11s - loss: 0.3911 - dice_coefficient: 0.7779 Epoch 8: loss did not improve from 0.13864 381/400 [===========================>..] - ETA: 10s - loss: 0.3905 - dice_coefficient: 0.7782 Epoch 8: loss did not improve from 0.13864 382/400 [===========================>..] - ETA: 10s - loss: 0.3900 - dice_coefficient: 0.7783 Epoch 8: loss did not improve from 0.13864 383/400 [===========================>..] - ETA: 9s - loss: 0.3897 - dice_coefficient: 0.7786 Epoch 8: loss did not improve from 0.13864 384/400 [===========================>..] - ETA: 9s - loss: 0.3894 - dice_coefficient: 0.7788 Epoch 8: loss did not improve from 0.13864 385/400 [===========================>..] - ETA: 8s - loss: 0.3891 - dice_coefficient: 0.7791 Epoch 8: loss did not improve from 0.13864 386/400 [===========================>..] - ETA: 8s - loss: 0.3903 - dice_coefficient: 0.7783 Epoch 8: loss did not improve from 0.13864 387/400 [============================>.] - ETA: 7s - loss: 0.3904 - dice_coefficient: 0.7780 Epoch 8: loss did not improve from 0.13864 388/400 [============================>.] - ETA: 6s - loss: 0.3907 - dice_coefficient: 0.7777 Epoch 8: loss did not improve from 0.13864 389/400 [============================>.] - ETA: 6s - loss: 0.3910 - dice_coefficient: 0.7773 Epoch 8: loss did not improve from 0.13864 390/400 [============================>.] - ETA: 5s - loss: 0.3933 - dice_coefficient: 0.7761 Epoch 8: loss did not improve from 0.13864 391/400 [============================>.] - ETA: 5s - loss: 0.3929 - dice_coefficient: 0.7763 Epoch 8: loss did not improve from 0.13864 392/400 [============================>.] - ETA: 4s - loss: 0.3924 - dice_coefficient: 0.7765 Epoch 8: loss did not improve from 0.13864 393/400 [============================>.] - ETA: 4s - loss: 0.3927 - dice_coefficient: 0.7762 Epoch 8: loss did not improve from 0.13864 394/400 [============================>.] - ETA: 3s - loss: 0.3930 - dice_coefficient: 0.7758 Epoch 8: loss did not improve from 0.13864 395/400 [============================>.] - ETA: 2s - loss: 0.3930 - dice_coefficient: 0.7758 Epoch 8: loss did not improve from 0.13864 396/400 [============================>.] - ETA: 2s - loss: 0.3926 - dice_coefficient: 0.7761 Epoch 8: loss did not improve from 0.13864 397/400 [============================>.] - ETA: 1s - loss: 0.3928 - dice_coefficient: 0.7758 Epoch 8: loss did not improve from 0.13864 398/400 [============================>.] - ETA: 1s - loss: 0.3920 - dice_coefficient: 0.7762 Epoch 8: loss did not improve from 0.13864 399/400 [============================>.] - ETA: 0s - loss: 0.3917 - dice_coefficient: 0.7765 Epoch 8: loss did not improve from 0.13864 400/400 [==============================] - 230s 575ms/step - loss: 0.3913 - dice_coefficient: 0.7767 - val_loss: 0.8185 - val_dice_coefficient: 0.5792 - lr: 1.0000e-04 Epoch 9/30 Epoch 9: loss did not improve from 0.13864 1/400 [..............................] - ETA: 3:44 - loss: 1.1128 - dice_coefficient: 0.3478 Epoch 9: loss did not improve from 0.13864 2/400 [..............................] - ETA: 3:51 - loss: 0.6915 - dice_coefficient: 0.6329 Epoch 9: loss did not improve from 0.13864 3/400 [..............................] - ETA: 3:46 - loss: 0.5591 - dice_coefficient: 0.6817 Epoch 9: loss did not improve from 0.13864 4/400 [..............................] - ETA: 3:46 - loss: 0.4373 - dice_coefficient: 0.7493 Epoch 9: loss did not improve from 0.13864 5/400 [..............................] - ETA: 3:45 - loss: 0.3884 - dice_coefficient: 0.7835 Epoch 9: loss did not improve from 0.13864 6/400 [..............................] - ETA: 3:44 - loss: 0.3606 - dice_coefficient: 0.7971 Epoch 9: loss did not improve from 0.13864 7/400 [..............................] - ETA: 3:43 - loss: 0.3326 - dice_coefficient: 0.8151 Epoch 9: loss did not improve from 0.13864 8/400 [..............................] - ETA: 3:43 - loss: 0.4715 - dice_coefficient: 0.7466 Epoch 9: loss did not improve from 0.13864 9/400 [..............................] - ETA: 3:43 - loss: 0.4331 - dice_coefficient: 0.7682 Epoch 9: loss did not improve from 0.13864 10/400 [..............................] - ETA: 3:43 - loss: 0.4351 - dice_coefficient: 0.7691 Epoch 9: loss did not improve from 0.13864 11/400 [..............................] - ETA: 3:42 - loss: 0.4212 - dice_coefficient: 0.7725 Epoch 9: loss did not improve from 0.13864 12/400 [..............................] - ETA: 3:41 - loss: 0.4153 - dice_coefficient: 0.7731 Epoch 9: loss did not improve from 0.13864 13/400 [..............................] - ETA: 3:41 - loss: 0.4124 - dice_coefficient: 0.7687 Epoch 9: loss did not improve from 0.13864 14/400 [>.............................] - ETA: 3:41 - loss: 0.3991 - dice_coefficient: 0.7781 Epoch 9: loss did not improve from 0.13864 15/400 [>.............................] - ETA: 3:40 - loss: 0.3879 - dice_coefficient: 0.7818 Epoch 9: loss did not improve from 0.13864 16/400 [>.............................] - ETA: 3:39 - loss: 0.3780 - dice_coefficient: 0.7863 Epoch 9: loss did not improve from 0.13864 17/400 [>.............................] - ETA: 3:38 - loss: 0.3704 - dice_coefficient: 0.7886 Epoch 9: loss did not improve from 0.13864 18/400 [>.............................] - ETA: 3:38 - loss: 0.3605 - dice_coefficient: 0.7951 Epoch 9: loss did not improve from 0.13864 19/400 [>.............................] - ETA: 3:37 - loss: 0.3558 - dice_coefficient: 0.7975 Epoch 9: loss did not improve from 0.13864 20/400 [>.............................] - ETA: 3:37 - loss: 0.3489 - dice_coefficient: 0.8008 Epoch 9: loss did not improve from 0.13864 21/400 [>.............................] - ETA: 3:36 - loss: 0.3439 - dice_coefficient: 0.8039 Epoch 9: loss did not improve from 0.13864 22/400 [>.............................] - ETA: 3:35 - loss: 0.3389 - dice_coefficient: 0.8055 Epoch 9: loss did not improve from 0.13864 23/400 [>.............................] - ETA: 3:35 - loss: 0.3338 - dice_coefficient: 0.8078 Epoch 9: loss did not improve from 0.13864 24/400 [>.............................] - ETA: 3:35 - loss: 0.3331 - dice_coefficient: 0.8075 Epoch 9: loss did not improve from 0.13864 25/400 [>.............................] - ETA: 3:34 - loss: 0.3244 - dice_coefficient: 0.8124 Epoch 9: loss did not improve from 0.13864 26/400 [>.............................] - ETA: 3:33 - loss: 0.3185 - dice_coefficient: 0.8152 Epoch 9: loss did not improve from 0.13864 27/400 [=>............................] - ETA: 3:33 - loss: 0.3111 - dice_coefficient: 0.8191 Epoch 9: loss did not improve from 0.13864 28/400 [=>............................] - ETA: 3:32 - loss: 0.3043 - dice_coefficient: 0.8227 Epoch 9: loss did not improve from 0.13864 29/400 [=>............................] - ETA: 3:32 - loss: 0.3017 - dice_coefficient: 0.8260 Epoch 9: loss did not improve from 0.13864 30/400 [=>............................] - ETA: 3:32 - loss: 0.3004 - dice_coefficient: 0.8254 Epoch 9: loss did not improve from 0.13864 31/400 [=>............................] - ETA: 3:32 - loss: 0.3052 - dice_coefficient: 0.8212 Epoch 9: loss did not improve from 0.13864 32/400 [=>............................] - ETA: 3:31 - loss: 0.2988 - dice_coefficient: 0.8250 Epoch 9: loss did not improve from 0.13864 33/400 [=>............................] - ETA: 3:30 - loss: 0.2963 - dice_coefficient: 0.8263 Epoch 9: loss did not improve from 0.13864 34/400 [=>............................] - ETA: 3:30 - loss: 0.2955 - dice_coefficient: 0.8253 Epoch 9: loss did not improve from 0.13864 35/400 [=>............................] - ETA: 3:29 - loss: 0.2894 - dice_coefficient: 0.8290 Epoch 9: loss did not improve from 0.13864 36/400 [=>............................] - ETA: 3:29 - loss: 0.2842 - dice_coefficient: 0.8319 Epoch 9: loss did not improve from 0.13864 37/400 [=>............................] - ETA: 3:28 - loss: 0.2816 - dice_coefficient: 0.8325 Epoch 9: loss did not improve from 0.13864 38/400 [=>............................] - ETA: 3:28 - loss: 0.2803 - dice_coefficient: 0.8330 Epoch 9: loss did not improve from 0.13864 39/400 [=>............................] - ETA: 3:27 - loss: 0.2795 - dice_coefficient: 0.8331 Epoch 9: loss did not improve from 0.13864 40/400 [==>...........................] - ETA: 3:26 - loss: 0.2753 - dice_coefficient: 0.8361 Epoch 9: loss did not improve from 0.13864 41/400 [==>...........................] - ETA: 3:26 - loss: 0.2809 - dice_coefficient: 0.8327 Epoch 9: loss did not improve from 0.13864 42/400 [==>...........................] - ETA: 3:25 - loss: 0.2797 - dice_coefficient: 0.8344 Epoch 9: loss did not improve from 0.13864 43/400 [==>...........................] - ETA: 3:24 - loss: 0.2761 - dice_coefficient: 0.8369 Epoch 9: loss did not improve from 0.13864 44/400 [==>...........................] - ETA: 3:24 - loss: 0.2784 - dice_coefficient: 0.8339 Epoch 9: loss did not improve from 0.13864 45/400 [==>...........................] - ETA: 3:23 - loss: 0.2766 - dice_coefficient: 0.8352 Epoch 9: loss did not improve from 0.13864 46/400 [==>...........................] - ETA: 3:23 - loss: 0.2770 - dice_coefficient: 0.8338 Epoch 9: loss did not improve from 0.13864 47/400 [==>...........................] - ETA: 3:22 - loss: 0.2758 - dice_coefficient: 0.8344 Epoch 9: loss did not improve from 0.13864 48/400 [==>...........................] - ETA: 3:21 - loss: 0.2733 - dice_coefficient: 0.8359 Epoch 9: loss did not improve from 0.13864 49/400 [==>...........................] - ETA: 3:21 - loss: 0.2748 - dice_coefficient: 0.8342 Epoch 9: loss did not improve from 0.13864 50/400 [==>...........................] - ETA: 3:20 - loss: 0.2747 - dice_coefficient: 0.8336 Epoch 9: loss did not improve from 0.13864 51/400 [==>...........................] - ETA: 3:20 - loss: 0.2722 - dice_coefficient: 0.8350 Epoch 9: loss did not improve from 0.13864 52/400 [==>...........................] - ETA: 3:19 - loss: 0.2696 - dice_coefficient: 0.8367 Epoch 9: loss did not improve from 0.13864 53/400 [==>...........................] - ETA: 3:19 - loss: 0.2676 - dice_coefficient: 0.8382 Epoch 9: loss did not improve from 0.13864 54/400 [===>..........................] - ETA: 3:18 - loss: 0.2674 - dice_coefficient: 0.8380 Epoch 9: loss did not improve from 0.13864 55/400 [===>..........................] - ETA: 3:17 - loss: 0.2692 - dice_coefficient: 0.8367 Epoch 9: loss did not improve from 0.13864 56/400 [===>..........................] - ETA: 3:17 - loss: 0.2680 - dice_coefficient: 0.8371 Epoch 9: loss did not improve from 0.13864 57/400 [===>..........................] - ETA: 3:16 - loss: 0.2718 - dice_coefficient: 0.8341 Epoch 9: loss did not improve from 0.13864 58/400 [===>..........................] - ETA: 3:16 - loss: 0.2819 - dice_coefficient: 0.8274 Epoch 9: loss did not improve from 0.13864 59/400 [===>..........................] - ETA: 3:15 - loss: 0.2806 - dice_coefficient: 0.8281 Epoch 9: loss did not improve from 0.13864 60/400 [===>..........................] - ETA: 3:15 - loss: 0.2847 - dice_coefficient: 0.8264 Epoch 9: loss did not improve from 0.13864 61/400 [===>..........................] - ETA: 3:14 - loss: 0.2820 - dice_coefficient: 0.8281 Epoch 9: loss did not improve from 0.13864 62/400 [===>..........................] - ETA: 3:13 - loss: 0.2816 - dice_coefficient: 0.8286 Epoch 9: loss did not improve from 0.13864 63/400 [===>..........................] - ETA: 3:13 - loss: 0.2805 - dice_coefficient: 0.8297 Epoch 9: loss did not improve from 0.13864 64/400 [===>..........................] - ETA: 3:12 - loss: 0.2801 - dice_coefficient: 0.8292 Epoch 9: loss did not improve from 0.13864 65/400 [===>..........................] - ETA: 3:12 - loss: 0.2875 - dice_coefficient: 0.8240 Epoch 9: loss did not improve from 0.13864 66/400 [===>..........................] - ETA: 3:11 - loss: 0.2867 - dice_coefficient: 0.8246 Epoch 9: loss did not improve from 0.13864 67/400 [====>.........................] - ETA: 3:10 - loss: 0.2890 - dice_coefficient: 0.8223 Epoch 9: loss did not improve from 0.13864 68/400 [====>.........................] - ETA: 3:10 - loss: 0.2864 - dice_coefficient: 0.8241 Epoch 9: loss did not improve from 0.13864 69/400 [====>.........................] - ETA: 3:09 - loss: 0.2868 - dice_coefficient: 0.8232 Epoch 9: loss did not improve from 0.13864 70/400 [====>.........................] - ETA: 3:09 - loss: 0.2851 - dice_coefficient: 0.8239 Epoch 9: loss did not improve from 0.13864 71/400 [====>.........................] - ETA: 3:08 - loss: 0.2891 - dice_coefficient: 0.8211 Epoch 9: loss did not improve from 0.13864 72/400 [====>.........................] - ETA: 3:08 - loss: 0.2898 - dice_coefficient: 0.8200 Epoch 9: loss did not improve from 0.13864 73/400 [====>.........................] - ETA: 3:07 - loss: 0.2880 - dice_coefficient: 0.8213 Epoch 9: loss did not improve from 0.13864 74/400 [====>.........................] - ETA: 3:06 - loss: 0.2871 - dice_coefficient: 0.8216 Epoch 9: loss did not improve from 0.13864 75/400 [====>.........................] - ETA: 3:06 - loss: 0.2865 - dice_coefficient: 0.8225 Epoch 9: loss did not improve from 0.13864 76/400 [====>.........................] - ETA: 3:05 - loss: 0.2866 - dice_coefficient: 0.8219 Epoch 9: loss did not improve from 0.13864 77/400 [====>.........................] - ETA: 3:05 - loss: 0.2886 - dice_coefficient: 0.8200 Epoch 9: loss did not improve from 0.13864 78/400 [====>.........................] - ETA: 3:04 - loss: 0.2873 - dice_coefficient: 0.8207 Epoch 9: loss did not improve from 0.13864 79/400 [====>.........................] - ETA: 3:04 - loss: 0.2914 - dice_coefficient: 0.8175 Epoch 9: loss did not improve from 0.13864 80/400 [=====>........................] - ETA: 3:03 - loss: 0.2955 - dice_coefficient: 0.8145 Epoch 9: loss did not improve from 0.13864 81/400 [=====>........................] - ETA: 3:02 - loss: 0.3037 - dice_coefficient: 0.8097 Epoch 9: loss did not improve from 0.13864 82/400 [=====>........................] - ETA: 3:02 - loss: 0.3020 - dice_coefficient: 0.8109 Epoch 9: loss did not improve from 0.13864 83/400 [=====>........................] - ETA: 3:01 - loss: 0.3011 - dice_coefficient: 0.8119 Epoch 9: loss did not improve from 0.13864 84/400 [=====>........................] - ETA: 3:01 - loss: 0.2993 - dice_coefficient: 0.8131 Epoch 9: loss did not improve from 0.13864 85/400 [=====>........................] - ETA: 3:00 - loss: 0.2985 - dice_coefficient: 0.8143 Epoch 9: loss did not improve from 0.13864 86/400 [=====>........................] - ETA: 2:59 - loss: 0.3006 - dice_coefficient: 0.8126 Epoch 9: loss did not improve from 0.13864 87/400 [=====>........................] - ETA: 2:59 - loss: 0.3044 - dice_coefficient: 0.8098 Epoch 9: loss did not improve from 0.13864 88/400 [=====>........................] - ETA: 2:58 - loss: 0.3035 - dice_coefficient: 0.8103 Epoch 9: loss did not improve from 0.13864 89/400 [=====>........................] - ETA: 2:58 - loss: 0.3072 - dice_coefficient: 0.8074 Epoch 9: loss did not improve from 0.13864 90/400 [=====>........................] - ETA: 2:57 - loss: 0.3058 - dice_coefficient: 0.8081 Epoch 9: loss did not improve from 0.13864 91/400 [=====>........................] - ETA: 2:57 - loss: 0.3068 - dice_coefficient: 0.8072 Epoch 9: loss did not improve from 0.13864 92/400 [=====>........................] - ETA: 2:56 - loss: 0.3046 - dice_coefficient: 0.8085 Epoch 9: loss did not improve from 0.13864 93/400 [=====>........................] - ETA: 2:55 - loss: 0.3032 - dice_coefficient: 0.8093 Epoch 9: loss did not improve from 0.13864 94/400 [======>.......................] - ETA: 2:55 - loss: 0.3015 - dice_coefficient: 0.8103 Epoch 9: loss did not improve from 0.13864 95/400 [======>.......................] - ETA: 2:54 - loss: 0.3121 - dice_coefficient: 0.8049 Epoch 9: loss did not improve from 0.13864 96/400 [======>.......................] - ETA: 2:54 - loss: 0.3121 - dice_coefficient: 0.8052 Epoch 9: loss did not improve from 0.13864 97/400 [======>.......................] - ETA: 2:53 - loss: 0.3109 - dice_coefficient: 0.8057 Epoch 9: loss did not improve from 0.13864 98/400 [======>.......................] - ETA: 2:53 - loss: 0.3090 - dice_coefficient: 0.8069 Epoch 9: loss did not improve from 0.13864 99/400 [======>.......................] - ETA: 2:52 - loss: 0.3075 - dice_coefficient: 0.8080 Epoch 9: loss did not improve from 0.13864 100/400 [======>.......................] - ETA: 2:52 - loss: 0.3065 - dice_coefficient: 0.8084 Epoch 9: loss did not improve from 0.13864 101/400 [======>.......................] - ETA: 2:51 - loss: 0.3059 - dice_coefficient: 0.8088 Epoch 9: loss did not improve from 0.13864 102/400 [======>.......................] - ETA: 2:51 - loss: 0.3061 - dice_coefficient: 0.8085 Epoch 9: loss did not improve from 0.13864 103/400 [======>.......................] - ETA: 2:50 - loss: 0.3044 - dice_coefficient: 0.8098 Epoch 9: loss did not improve from 0.13864 104/400 [======>.......................] - ETA: 2:49 - loss: 0.3064 - dice_coefficient: 0.8081 Epoch 9: loss did not improve from 0.13864 105/400 [======>.......................] - ETA: 2:49 - loss: 0.3080 - dice_coefficient: 0.8067 Epoch 9: loss did not improve from 0.13864 106/400 [======>.......................] - ETA: 2:48 - loss: 0.3069 - dice_coefficient: 0.8075 Epoch 9: loss did not improve from 0.13864 107/400 [=======>......................] - ETA: 2:48 - loss: 0.3061 - dice_coefficient: 0.8082 Epoch 9: loss did not improve from 0.13864 108/400 [=======>......................] - ETA: 2:47 - loss: 0.3083 - dice_coefficient: 0.8066 Epoch 9: loss did not improve from 0.13864 109/400 [=======>......................] - ETA: 2:46 - loss: 0.3085 - dice_coefficient: 0.8062 Epoch 9: loss did not improve from 0.13864 110/400 [=======>......................] - ETA: 2:46 - loss: 0.3140 - dice_coefficient: 0.8027 Epoch 9: loss did not improve from 0.13864 111/400 [=======>......................] - ETA: 2:45 - loss: 0.3178 - dice_coefficient: 0.8001 Epoch 9: loss did not improve from 0.13864 112/400 [=======>......................] - ETA: 2:45 - loss: 0.3159 - dice_coefficient: 0.8012 Epoch 9: loss did not improve from 0.13864 113/400 [=======>......................] - ETA: 2:44 - loss: 0.3180 - dice_coefficient: 0.7993 Epoch 9: loss did not improve from 0.13864 114/400 [=======>......................] - ETA: 2:44 - loss: 0.3192 - dice_coefficient: 0.7980 Epoch 9: loss did not improve from 0.13864 115/400 [=======>......................] - ETA: 2:43 - loss: 0.3194 - dice_coefficient: 0.7974 Epoch 9: loss did not improve from 0.13864 116/400 [=======>......................] - ETA: 2:42 - loss: 0.3187 - dice_coefficient: 0.7980 Epoch 9: loss did not improve from 0.13864 117/400 [=======>......................] - ETA: 2:42 - loss: 0.3178 - dice_coefficient: 0.7983 Epoch 9: loss did not improve from 0.13864 118/400 [=======>......................] - ETA: 2:41 - loss: 0.3176 - dice_coefficient: 0.7979 Epoch 9: loss did not improve from 0.13864 119/400 [=======>......................] - ETA: 2:41 - loss: 0.3199 - dice_coefficient: 0.7962 Epoch 9: loss did not improve from 0.13864 120/400 [========>.....................] - ETA: 2:40 - loss: 0.3188 - dice_coefficient: 0.7971 Epoch 9: loss did not improve from 0.13864 121/400 [========>.....................] - ETA: 2:39 - loss: 0.3179 - dice_coefficient: 0.7975 Epoch 9: loss did not improve from 0.13864 122/400 [========>.....................] - ETA: 2:39 - loss: 0.3165 - dice_coefficient: 0.7983 Epoch 9: loss did not improve from 0.13864 123/400 [========>.....................] - ETA: 2:38 - loss: 0.3158 - dice_coefficient: 0.7987 Epoch 9: loss did not improve from 0.13864 124/400 [========>.....................] - ETA: 2:38 - loss: 0.3154 - dice_coefficient: 0.7986 Epoch 9: loss did not improve from 0.13864 125/400 [========>.....................] - ETA: 2:37 - loss: 0.3149 - dice_coefficient: 0.7985 Epoch 9: loss did not improve from 0.13864 126/400 [========>.....................] - ETA: 2:37 - loss: 0.3140 - dice_coefficient: 0.7992 Epoch 9: loss did not improve from 0.13864 127/400 [========>.....................] - ETA: 2:36 - loss: 0.3173 - dice_coefficient: 0.7968 Epoch 9: loss did not improve from 0.13864 128/400 [========>.....................] - ETA: 2:36 - loss: 0.3164 - dice_coefficient: 0.7977 Epoch 9: loss did not improve from 0.13864 129/400 [========>.....................] - ETA: 2:35 - loss: 0.3165 - dice_coefficient: 0.7973 Epoch 9: loss did not improve from 0.13864 130/400 [========>.....................] - ETA: 2:34 - loss: 0.3158 - dice_coefficient: 0.7979 Epoch 9: loss did not improve from 0.13864 131/400 [========>.....................] - ETA: 2:34 - loss: 0.3148 - dice_coefficient: 0.7985 Epoch 9: loss did not improve from 0.13864 132/400 [========>.....................] - ETA: 2:33 - loss: 0.3146 - dice_coefficient: 0.7990 Epoch 9: loss did not improve from 0.13864 133/400 [========>.....................] - ETA: 2:33 - loss: 0.3133 - dice_coefficient: 0.8000 Epoch 9: loss did not improve from 0.13864 134/400 [=========>....................] - ETA: 2:32 - loss: 0.3135 - dice_coefficient: 0.8000 Epoch 9: loss did not improve from 0.13864 135/400 [=========>....................] - ETA: 2:31 - loss: 0.3122 - dice_coefficient: 0.8009 Epoch 9: loss did not improve from 0.13864 136/400 [=========>....................] - ETA: 2:31 - loss: 0.3198 - dice_coefficient: 0.7972 Epoch 9: loss did not improve from 0.13864 137/400 [=========>....................] - ETA: 2:30 - loss: 0.3202 - dice_coefficient: 0.7969 Epoch 9: loss did not improve from 0.13864 138/400 [=========>....................] - ETA: 2:30 - loss: 0.3188 - dice_coefficient: 0.7978 Epoch 9: loss did not improve from 0.13864 139/400 [=========>....................] - ETA: 2:29 - loss: 0.3194 - dice_coefficient: 0.7973 Epoch 9: loss did not improve from 0.13864 140/400 [=========>....................] - ETA: 2:29 - loss: 0.3208 - dice_coefficient: 0.7963 Epoch 9: loss did not improve from 0.13864 141/400 [=========>....................] - ETA: 2:28 - loss: 0.3205 - dice_coefficient: 0.7963 Epoch 9: loss did not improve from 0.13864 142/400 [=========>....................] - ETA: 2:27 - loss: 0.3197 - dice_coefficient: 0.7967 Epoch 9: loss did not improve from 0.13864 143/400 [=========>....................] - ETA: 2:27 - loss: 0.3185 - dice_coefficient: 0.7973 Epoch 9: loss did not improve from 0.13864 144/400 [=========>....................] - ETA: 2:26 - loss: 0.3186 - dice_coefficient: 0.7971 Epoch 9: loss did not improve from 0.13864 145/400 [=========>....................] - ETA: 2:26 - loss: 0.3180 - dice_coefficient: 0.7973 Epoch 9: loss did not improve from 0.13864 146/400 [=========>....................] - ETA: 2:25 - loss: 0.3175 - dice_coefficient: 0.7977 Epoch 9: loss did not improve from 0.13864 147/400 [==========>...................] - ETA: 2:25 - loss: 0.3170 - dice_coefficient: 0.7980 Epoch 9: loss did not improve from 0.13864 148/400 [==========>...................] - ETA: 2:24 - loss: 0.3163 - dice_coefficient: 0.7982 Epoch 9: loss did not improve from 0.13864 149/400 [==========>...................] - ETA: 2:23 - loss: 0.3154 - dice_coefficient: 0.7990 Epoch 9: loss did not improve from 0.13864 150/400 [==========>...................] - ETA: 2:23 - loss: 0.3152 - dice_coefficient: 0.7990 Epoch 9: loss did not improve from 0.13864 151/400 [==========>...................] - ETA: 2:22 - loss: 0.3154 - dice_coefficient: 0.7996 Epoch 9: loss did not improve from 0.13864 152/400 [==========>...................] - ETA: 2:22 - loss: 0.3147 - dice_coefficient: 0.8002 Epoch 9: loss did not improve from 0.13864 153/400 [==========>...................] - ETA: 2:21 - loss: 0.3143 - dice_coefficient: 0.8003 Epoch 9: loss did not improve from 0.13864 154/400 [==========>...................] - ETA: 2:21 - loss: 0.3132 - dice_coefficient: 0.8012 Epoch 9: loss did not improve from 0.13864 155/400 [==========>...................] - ETA: 2:20 - loss: 0.3132 - dice_coefficient: 0.8011 Epoch 9: loss did not improve from 0.13864 156/400 [==========>...................] - ETA: 2:19 - loss: 0.3130 - dice_coefficient: 0.8010 Epoch 9: loss did not improve from 0.13864 157/400 [==========>...................] - ETA: 2:19 - loss: 0.3128 - dice_coefficient: 0.8010 Epoch 9: loss did not improve from 0.13864 158/400 [==========>...................] - ETA: 2:18 - loss: 0.3116 - dice_coefficient: 0.8020 Epoch 9: loss did not improve from 0.13864 159/400 [==========>...................] - ETA: 2:18 - loss: 0.3106 - dice_coefficient: 0.8027 Epoch 9: loss did not improve from 0.13864 160/400 [===========>..................] - ETA: 2:17 - loss: 0.3110 - dice_coefficient: 0.8022 Epoch 9: loss did not improve from 0.13864 161/400 [===========>..................] - ETA: 2:16 - loss: 0.3109 - dice_coefficient: 0.8020 Epoch 9: loss did not improve from 0.13864 162/400 [===========>..................] - ETA: 2:16 - loss: 0.3160 - dice_coefficient: 0.7992 Epoch 9: loss did not improve from 0.13864 163/400 [===========>..................] - ETA: 2:15 - loss: 0.3160 - dice_coefficient: 0.7990 Epoch 9: loss did not improve from 0.13864 164/400 [===========>..................] - ETA: 2:15 - loss: 0.3162 - dice_coefficient: 0.7987 Epoch 9: loss did not improve from 0.13864 165/400 [===========>..................] - ETA: 2:14 - loss: 0.3164 - dice_coefficient: 0.7988 Epoch 9: loss did not improve from 0.13864 166/400 [===========>..................] - ETA: 2:14 - loss: 0.3176 - dice_coefficient: 0.7985 Epoch 9: loss did not improve from 0.13864 167/400 [===========>..................] - ETA: 2:13 - loss: 0.3194 - dice_coefficient: 0.7972 Epoch 9: loss did not improve from 0.13864 168/400 [===========>..................] - ETA: 2:12 - loss: 0.3205 - dice_coefficient: 0.7964 Epoch 9: loss did not improve from 0.13864 169/400 [===========>..................] - ETA: 2:12 - loss: 0.3196 - dice_coefficient: 0.7972 Epoch 9: loss did not improve from 0.13864 170/400 [===========>..................] - ETA: 2:11 - loss: 0.3193 - dice_coefficient: 0.7972 Epoch 9: loss did not improve from 0.13864 171/400 [===========>..................] - ETA: 2:11 - loss: 0.3194 - dice_coefficient: 0.7972 Epoch 9: loss did not improve from 0.13864 172/400 [===========>..................] - ETA: 2:10 - loss: 0.3205 - dice_coefficient: 0.7962 Epoch 9: loss did not improve from 0.13864 173/400 [===========>..................] - ETA: 2:10 - loss: 0.3198 - dice_coefficient: 0.7965 Epoch 9: loss did not improve from 0.13864 174/400 [============>.................] - ETA: 2:09 - loss: 0.3193 - dice_coefficient: 0.7970 Epoch 9: loss did not improve from 0.13864 175/400 [============>.................] - ETA: 2:08 - loss: 0.3194 - dice_coefficient: 0.7972 Epoch 9: loss did not improve from 0.13864 176/400 [============>.................] - ETA: 2:08 - loss: 0.3192 - dice_coefficient: 0.7972 Epoch 9: loss did not improve from 0.13864 177/400 [============>.................] - ETA: 2:07 - loss: 0.3184 - dice_coefficient: 0.7977 Epoch 9: loss did not improve from 0.13864 178/400 [============>.................] - ETA: 2:07 - loss: 0.3184 - dice_coefficient: 0.7975 Epoch 9: loss did not improve from 0.13864 179/400 [============>.................] - ETA: 2:06 - loss: 0.3174 - dice_coefficient: 0.7979 Epoch 9: loss did not improve from 0.13864 180/400 [============>.................] - ETA: 2:06 - loss: 0.3163 - dice_coefficient: 0.7987 Epoch 9: loss did not improve from 0.13864 181/400 [============>.................] - ETA: 2:05 - loss: 0.3174 - dice_coefficient: 0.7978 Epoch 9: loss did not improve from 0.13864 182/400 [============>.................] - ETA: 2:04 - loss: 0.3169 - dice_coefficient: 0.7984 Epoch 9: loss did not improve from 0.13864 183/400 [============>.................] - ETA: 2:04 - loss: 0.3170 - dice_coefficient: 0.7983 Epoch 9: loss did not improve from 0.13864 184/400 [============>.................] - ETA: 2:03 - loss: 0.3172 - dice_coefficient: 0.7986 Epoch 9: loss did not improve from 0.13864 185/400 [============>.................] - ETA: 2:03 - loss: 0.3174 - dice_coefficient: 0.7986 Epoch 9: loss did not improve from 0.13864 186/400 [============>.................] - ETA: 2:02 - loss: 0.3165 - dice_coefficient: 0.7992 Epoch 9: loss did not improve from 0.13864 187/400 [=============>................] - ETA: 2:02 - loss: 0.3159 - dice_coefficient: 0.7998 Epoch 9: loss did not improve from 0.13864 188/400 [=============>................] - ETA: 2:01 - loss: 0.3152 - dice_coefficient: 0.8004 Epoch 9: loss did not improve from 0.13864 189/400 [=============>................] - ETA: 2:00 - loss: 0.3145 - dice_coefficient: 0.8007 Epoch 9: loss did not improve from 0.13864 190/400 [=============>................] - ETA: 2:00 - loss: 0.3155 - dice_coefficient: 0.8003 Epoch 9: loss did not improve from 0.13864 191/400 [=============>................] - ETA: 1:59 - loss: 0.3151 - dice_coefficient: 0.8004 Epoch 9: loss did not improve from 0.13864 192/400 [=============>................] - ETA: 1:59 - loss: 0.3143 - dice_coefficient: 0.8010 Epoch 9: loss did not improve from 0.13864 193/400 [=============>................] - ETA: 1:58 - loss: 0.3137 - dice_coefficient: 0.8015 Epoch 9: loss did not improve from 0.13864 194/400 [=============>................] - ETA: 1:58 - loss: 0.3128 - dice_coefficient: 0.8021 Epoch 9: loss did not improve from 0.13864 195/400 [=============>................] - ETA: 1:57 - loss: 0.3164 - dice_coefficient: 0.8002 Epoch 9: loss did not improve from 0.13864 196/400 [=============>................] - ETA: 1:56 - loss: 0.3159 - dice_coefficient: 0.8004 Epoch 9: loss did not improve from 0.13864 197/400 [=============>................] - ETA: 1:56 - loss: 0.3156 - dice_coefficient: 0.8009 Epoch 9: loss did not improve from 0.13864 198/400 [=============>................] - ETA: 1:55 - loss: 0.3149 - dice_coefficient: 0.8013 Epoch 9: loss did not improve from 0.13864 199/400 [=============>................] - ETA: 1:55 - loss: 0.3150 - dice_coefficient: 0.8011 Epoch 9: loss did not improve from 0.13864 200/400 [==============>...............] - ETA: 1:54 - loss: 0.3139 - dice_coefficient: 0.8018 Epoch 9: loss did not improve from 0.13864 201/400 [==============>...............] - ETA: 1:54 - loss: 0.3130 - dice_coefficient: 0.8022 Epoch 9: loss did not improve from 0.13864 202/400 [==============>...............] - ETA: 1:53 - loss: 0.3127 - dice_coefficient: 0.8022 Epoch 9: loss did not improve from 0.13864 203/400 [==============>...............] - ETA: 1:52 - loss: 0.3141 - dice_coefficient: 0.8011 Epoch 9: loss did not improve from 0.13864 204/400 [==============>...............] - ETA: 1:52 - loss: 0.3139 - dice_coefficient: 0.8010 Epoch 9: loss did not improve from 0.13864 205/400 [==============>...............] - ETA: 1:51 - loss: 0.3132 - dice_coefficient: 0.8013 Epoch 9: loss did not improve from 0.13864 206/400 [==============>...............] - ETA: 1:51 - loss: 0.3132 - dice_coefficient: 0.8011 Epoch 9: loss did not improve from 0.13864 207/400 [==============>...............] - ETA: 1:50 - loss: 0.3123 - dice_coefficient: 0.8018 Epoch 9: loss did not improve from 0.13864 208/400 [==============>...............] - ETA: 1:50 - loss: 0.3116 - dice_coefficient: 0.8022 Epoch 9: loss did not improve from 0.13864 209/400 [==============>...............] - ETA: 1:49 - loss: 0.3109 - dice_coefficient: 0.8025 Epoch 9: loss did not improve from 0.13864 210/400 [==============>...............] - ETA: 1:48 - loss: 0.3104 - dice_coefficient: 0.8029 Epoch 9: loss did not improve from 0.13864 211/400 [==============>...............] - ETA: 1:48 - loss: 0.3096 - dice_coefficient: 0.8035 Epoch 9: loss did not improve from 0.13864 212/400 [==============>...............] - ETA: 1:47 - loss: 0.3091 - dice_coefficient: 0.8037 Epoch 9: loss did not improve from 0.13864 213/400 [==============>...............] - ETA: 1:47 - loss: 0.3087 - dice_coefficient: 0.8041 Epoch 9: loss did not improve from 0.13864 214/400 [===============>..............] - ETA: 1:46 - loss: 0.3083 - dice_coefficient: 0.8042 Epoch 9: loss did not improve from 0.13864 215/400 [===============>..............] - ETA: 1:45 - loss: 0.3082 - dice_coefficient: 0.8042 Epoch 9: loss did not improve from 0.13864 216/400 [===============>..............] - ETA: 1:45 - loss: 0.3073 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 217/400 [===============>..............] - ETA: 1:44 - loss: 0.3066 - dice_coefficient: 0.8054 Epoch 9: loss did not improve from 0.13864 218/400 [===============>..............] - ETA: 1:44 - loss: 0.3061 - dice_coefficient: 0.8057 Epoch 9: loss did not improve from 0.13864 219/400 [===============>..............] - ETA: 1:43 - loss: 0.3060 - dice_coefficient: 0.8058 Epoch 9: loss did not improve from 0.13864 220/400 [===============>..............] - ETA: 1:43 - loss: 0.3059 - dice_coefficient: 0.8058 Epoch 9: loss did not improve from 0.13864 221/400 [===============>..............] - ETA: 1:42 - loss: 0.3102 - dice_coefficient: 0.8037 Epoch 9: loss did not improve from 0.13864 222/400 [===============>..............] - ETA: 1:41 - loss: 0.3093 - dice_coefficient: 0.8042 Epoch 9: loss did not improve from 0.13864 223/400 [===============>..............] - ETA: 1:41 - loss: 0.3111 - dice_coefficient: 0.8028 Epoch 9: loss did not improve from 0.13864 224/400 [===============>..............] - ETA: 1:40 - loss: 0.3113 - dice_coefficient: 0.8027 Epoch 9: loss did not improve from 0.13864 225/400 [===============>..............] - ETA: 1:40 - loss: 0.3106 - dice_coefficient: 0.8030 Epoch 9: loss did not improve from 0.13864 226/400 [===============>..............] - ETA: 1:39 - loss: 0.3102 - dice_coefficient: 0.8032 Epoch 9: loss did not improve from 0.13864 227/400 [================>.............] - ETA: 1:39 - loss: 0.3097 - dice_coefficient: 0.8037 Epoch 9: loss did not improve from 0.13864 228/400 [================>.............] - ETA: 1:38 - loss: 0.3102 - dice_coefficient: 0.8031 Epoch 9: loss did not improve from 0.13864 229/400 [================>.............] - ETA: 1:37 - loss: 0.3110 - dice_coefficient: 0.8027 Epoch 9: loss did not improve from 0.13864 230/400 [================>.............] - ETA: 1:37 - loss: 0.3101 - dice_coefficient: 0.8033 Epoch 9: loss did not improve from 0.13864 231/400 [================>.............] - ETA: 1:36 - loss: 0.3096 - dice_coefficient: 0.8035 Epoch 9: loss did not improve from 0.13864 232/400 [================>.............] - ETA: 1:36 - loss: 0.3092 - dice_coefficient: 0.8036 Epoch 9: loss did not improve from 0.13864 233/400 [================>.............] - ETA: 1:35 - loss: 0.3083 - dice_coefficient: 0.8040 Epoch 9: loss did not improve from 0.13864 234/400 [================>.............] - ETA: 1:35 - loss: 0.3092 - dice_coefficient: 0.8033 Epoch 9: loss did not improve from 0.13864 235/400 [================>.............] - ETA: 1:34 - loss: 0.3086 - dice_coefficient: 0.8037 Epoch 9: loss did not improve from 0.13864 236/400 [================>.............] - ETA: 1:33 - loss: 0.3088 - dice_coefficient: 0.8036 Epoch 9: loss did not improve from 0.13864 237/400 [================>.............] - ETA: 1:33 - loss: 0.3083 - dice_coefficient: 0.8039 Epoch 9: loss did not improve from 0.13864 238/400 [================>.............] - ETA: 1:32 - loss: 0.3097 - dice_coefficient: 0.8030 Epoch 9: loss did not improve from 0.13864 239/400 [================>.............] - ETA: 1:32 - loss: 0.3096 - dice_coefficient: 0.8031 Epoch 9: loss did not improve from 0.13864 240/400 [=================>............] - ETA: 1:31 - loss: 0.3090 - dice_coefficient: 0.8036 Epoch 9: loss did not improve from 0.13864 241/400 [=================>............] - ETA: 1:31 - loss: 0.3083 - dice_coefficient: 0.8040 Epoch 9: loss did not improve from 0.13864 242/400 [=================>............] - ETA: 1:30 - loss: 0.3079 - dice_coefficient: 0.8045 Epoch 9: loss did not improve from 0.13864 243/400 [=================>............] - ETA: 1:30 - loss: 0.3070 - dice_coefficient: 0.8051 Epoch 9: loss did not improve from 0.13864 244/400 [=================>............] - ETA: 1:29 - loss: 0.3078 - dice_coefficient: 0.8044 Epoch 9: loss did not improve from 0.13864 245/400 [=================>............] - ETA: 1:28 - loss: 0.3074 - dice_coefficient: 0.8047 Epoch 9: loss did not improve from 0.13864 246/400 [=================>............] - ETA: 1:28 - loss: 0.3084 - dice_coefficient: 0.8038 Epoch 9: loss did not improve from 0.13864 247/400 [=================>............] - ETA: 1:27 - loss: 0.3077 - dice_coefficient: 0.8042 Epoch 9: loss did not improve from 0.13864 248/400 [=================>............] - ETA: 1:27 - loss: 0.3067 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 249/400 [=================>............] - ETA: 1:26 - loss: 0.3060 - dice_coefficient: 0.8052 Epoch 9: loss did not improve from 0.13864 250/400 [=================>............] - ETA: 1:25 - loss: 0.3058 - dice_coefficient: 0.8053 Epoch 9: loss did not improve from 0.13864 251/400 [=================>............] - ETA: 1:25 - loss: 0.3063 - dice_coefficient: 0.8047 Epoch 9: loss did not improve from 0.13864 252/400 [=================>............] - ETA: 1:24 - loss: 0.3061 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 253/400 [=================>............] - ETA: 1:24 - loss: 0.3067 - dice_coefficient: 0.8044 Epoch 9: loss did not improve from 0.13864 254/400 [==================>...........] - ETA: 1:23 - loss: 0.3058 - dice_coefficient: 0.8050 Epoch 9: loss did not improve from 0.13864 255/400 [==================>...........] - ETA: 1:23 - loss: 0.3055 - dice_coefficient: 0.8051 Epoch 9: loss did not improve from 0.13864 256/400 [==================>...........] - ETA: 1:22 - loss: 0.3053 - dice_coefficient: 0.8050 Epoch 9: loss did not improve from 0.13864 257/400 [==================>...........] - ETA: 1:21 - loss: 0.3050 - dice_coefficient: 0.8053 Epoch 9: loss did not improve from 0.13864 258/400 [==================>...........] - ETA: 1:21 - loss: 0.3047 - dice_coefficient: 0.8054 Epoch 9: loss did not improve from 0.13864 259/400 [==================>...........] - ETA: 1:20 - loss: 0.3042 - dice_coefficient: 0.8057 Epoch 9: loss did not improve from 0.13864 260/400 [==================>...........] - ETA: 1:20 - loss: 0.3045 - dice_coefficient: 0.8053 Epoch 9: loss did not improve from 0.13864 261/400 [==================>...........] - ETA: 1:19 - loss: 0.3039 - dice_coefficient: 0.8058 Epoch 9: loss did not improve from 0.13864 262/400 [==================>...........] - ETA: 1:19 - loss: 0.3036 - dice_coefficient: 0.8061 Epoch 9: loss did not improve from 0.13864 263/400 [==================>...........] - ETA: 1:18 - loss: 0.3037 - dice_coefficient: 0.8062 Epoch 9: loss did not improve from 0.13864 264/400 [==================>...........] - ETA: 1:17 - loss: 0.3039 - dice_coefficient: 0.8061 Epoch 9: loss did not improve from 0.13864 265/400 [==================>...........] - ETA: 1:17 - loss: 0.3037 - dice_coefficient: 0.8061 Epoch 9: loss did not improve from 0.13864 266/400 [==================>...........] - ETA: 1:16 - loss: 0.3055 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 267/400 [===================>..........] - ETA: 1:16 - loss: 0.3053 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 268/400 [===================>..........] - ETA: 1:15 - loss: 0.3050 - dice_coefficient: 0.8049 Epoch 9: loss did not improve from 0.13864 269/400 [===================>..........] - ETA: 1:15 - loss: 0.3057 - dice_coefficient: 0.8044 Epoch 9: loss did not improve from 0.13864 270/400 [===================>..........] - ETA: 1:14 - loss: 0.3058 - dice_coefficient: 0.8042 Epoch 9: loss did not improve from 0.13864 271/400 [===================>..........] - ETA: 1:13 - loss: 0.3049 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 272/400 [===================>..........] - ETA: 1:13 - loss: 0.3048 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 273/400 [===================>..........] - ETA: 1:12 - loss: 0.3043 - dice_coefficient: 0.8050 Epoch 9: loss did not improve from 0.13864 274/400 [===================>..........] - ETA: 1:12 - loss: 0.3039 - dice_coefficient: 0.8055 Epoch 9: loss did not improve from 0.13864 275/400 [===================>..........] - ETA: 1:11 - loss: 0.3036 - dice_coefficient: 0.8057 Epoch 9: loss did not improve from 0.13864 276/400 [===================>..........] - ETA: 1:11 - loss: 0.3030 - dice_coefficient: 0.8061 Epoch 9: loss did not improve from 0.13864 277/400 [===================>..........] - ETA: 1:10 - loss: 0.3026 - dice_coefficient: 0.8062 Epoch 9: loss did not improve from 0.13864 278/400 [===================>..........] - ETA: 1:09 - loss: 0.3026 - dice_coefficient: 0.8062 Epoch 9: loss did not improve from 0.13864 279/400 [===================>..........] - ETA: 1:09 - loss: 0.3022 - dice_coefficient: 0.8065 Epoch 9: loss did not improve from 0.13864 280/400 [====================>.........] - ETA: 1:08 - loss: 0.3021 - dice_coefficient: 0.8069 Epoch 9: loss did not improve from 0.13864 281/400 [====================>.........] - ETA: 1:08 - loss: 0.3016 - dice_coefficient: 0.8073 Epoch 9: loss did not improve from 0.13864 282/400 [====================>.........] - ETA: 1:07 - loss: 0.3020 - dice_coefficient: 0.8070 Epoch 9: loss did not improve from 0.13864 283/400 [====================>.........] - ETA: 1:07 - loss: 0.3013 - dice_coefficient: 0.8074 Epoch 9: loss did not improve from 0.13864 284/400 [====================>.........] - ETA: 1:06 - loss: 0.3013 - dice_coefficient: 0.8074 Epoch 9: loss did not improve from 0.13864 285/400 [====================>.........] - 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ETA: 42s - loss: 0.3451 - dice_coefficient: 0.8076 Epoch 9: loss did not improve from 0.13864 326/400 [=======================>......] - ETA: 42s - loss: 0.3449 - dice_coefficient: 0.8075 Epoch 9: loss did not improve from 0.13864 327/400 [=======================>......] - ETA: 41s - loss: 0.3446 - dice_coefficient: 0.8077 Epoch 9: loss did not improve from 0.13864 328/400 [=======================>......] - ETA: 41s - loss: 0.3452 - dice_coefficient: 0.8070 Epoch 9: loss did not improve from 0.13864 329/400 [=======================>......] - ETA: 40s - loss: 0.3446 - dice_coefficient: 0.8073 Epoch 9: loss did not improve from 0.13864 330/400 [=======================>......] - ETA: 40s - loss: 0.3452 - dice_coefficient: 0.8067 Epoch 9: loss did not improve from 0.13864 331/400 [=======================>......] - ETA: 39s - loss: 0.3444 - dice_coefficient: 0.8071 Epoch 9: loss did not improve from 0.13864 332/400 [=======================>......] - ETA: 38s - loss: 0.3445 - dice_coefficient: 0.8069 Epoch 9: loss did not improve from 0.13864 333/400 [=======================>......] - ETA: 38s - loss: 0.3438 - dice_coefficient: 0.8072 Epoch 9: loss did not improve from 0.13864 334/400 [========================>.....] - ETA: 37s - loss: 0.3440 - dice_coefficient: 0.8068 Epoch 9: loss did not improve from 0.13864 335/400 [========================>.....] - ETA: 37s - loss: 0.3437 - dice_coefficient: 0.8068 Epoch 9: loss did not improve from 0.13864 336/400 [========================>.....] - ETA: 36s - loss: 0.3436 - dice_coefficient: 0.8068 Epoch 9: loss did not improve from 0.13864 337/400 [========================>.....] - ETA: 36s - loss: 0.3435 - dice_coefficient: 0.8068 Epoch 9: loss did not improve from 0.13864 338/400 [========================>.....] - ETA: 35s - loss: 0.3431 - dice_coefficient: 0.8070 Epoch 9: loss did not improve from 0.13864 339/400 [========================>.....] - ETA: 34s - loss: 0.3428 - dice_coefficient: 0.8072 Epoch 9: loss did not improve from 0.13864 340/400 [========================>.....] - ETA: 34s - loss: 0.3422 - dice_coefficient: 0.8075 Epoch 9: loss did not improve from 0.13864 341/400 [========================>.....] - ETA: 33s - loss: 0.3418 - dice_coefficient: 0.8077 Epoch 9: loss did not improve from 0.13864 342/400 [========================>.....] - ETA: 33s - loss: 0.3415 - dice_coefficient: 0.8078 Epoch 9: loss did not improve from 0.13864 343/400 [========================>.....] - ETA: 32s - loss: 0.3419 - dice_coefficient: 0.8074 Epoch 9: loss did not improve from 0.13864 344/400 [========================>.....] - ETA: 32s - loss: 0.3418 - dice_coefficient: 0.8073 Epoch 9: loss did not improve from 0.13864 345/400 [========================>.....] - ETA: 31s - loss: 0.3412 - dice_coefficient: 0.8077 Epoch 9: loss did not improve from 0.13864 346/400 [========================>.....] - ETA: 30s - loss: 0.3417 - dice_coefficient: 0.8075 Epoch 9: loss did not improve from 0.13864 347/400 [=========================>....] - ETA: 30s - loss: 0.3421 - dice_coefficient: 0.8070 Epoch 9: loss did not improve from 0.13864 348/400 [=========================>....] - ETA: 29s - loss: 0.3419 - dice_coefficient: 0.8069 Epoch 9: loss did not improve from 0.13864 349/400 [=========================>....] - 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ETA: 24s - loss: 0.3432 - dice_coefficient: 0.8046 Epoch 9: loss did not improve from 0.13864 358/400 [=========================>....] - ETA: 24s - loss: 0.3429 - dice_coefficient: 0.8046 Epoch 9: loss did not improve from 0.13864 359/400 [=========================>....] - ETA: 23s - loss: 0.3434 - dice_coefficient: 0.8042 Epoch 9: loss did not improve from 0.13864 360/400 [==========================>...] - ETA: 22s - loss: 0.3427 - dice_coefficient: 0.8045 Epoch 9: loss did not improve from 0.13864 361/400 [==========================>...] - ETA: 22s - loss: 0.3429 - dice_coefficient: 0.8047 Epoch 9: loss did not improve from 0.13864 362/400 [==========================>...] - ETA: 21s - loss: 0.3433 - dice_coefficient: 0.8042 Epoch 9: loss did not improve from 0.13864 363/400 [==========================>...] - ETA: 21s - loss: 0.3429 - dice_coefficient: 0.8043 Epoch 9: loss did not improve from 0.13864 364/400 [==========================>...] - ETA: 20s - loss: 0.3422 - dice_coefficient: 0.8047 Epoch 9: loss did not improve from 0.13864 365/400 [==========================>...] - ETA: 20s - loss: 0.3419 - dice_coefficient: 0.8049 Epoch 9: loss did not improve from 0.13864 366/400 [==========================>...] - ETA: 19s - loss: 0.3414 - dice_coefficient: 0.8051 Epoch 9: loss did not improve from 0.13864 367/400 [==========================>...] - ETA: 18s - loss: 0.3411 - dice_coefficient: 0.8054 Epoch 9: loss did not improve from 0.13864 368/400 [==========================>...] - ETA: 18s - loss: 0.3410 - dice_coefficient: 0.8053 Epoch 9: loss did not improve from 0.13864 369/400 [==========================>...] - ETA: 17s - loss: 0.3415 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 370/400 [==========================>...] - ETA: 17s - loss: 0.3417 - dice_coefficient: 0.8046 Epoch 9: loss did not improve from 0.13864 371/400 [==========================>...] - ETA: 16s - loss: 0.3412 - dice_coefficient: 0.8049 Epoch 9: loss did not improve from 0.13864 372/400 [==========================>...] - ETA: 16s - loss: 0.3407 - dice_coefficient: 0.8051 Epoch 9: loss did not improve from 0.13864 373/400 [==========================>...] - ETA: 15s - loss: 0.3403 - dice_coefficient: 0.8053 Epoch 9: loss did not improve from 0.13864 374/400 [===========================>..] - ETA: 14s - loss: 0.3416 - dice_coefficient: 0.8044 Epoch 9: loss did not improve from 0.13864 375/400 [===========================>..] - ETA: 14s - loss: 0.3414 - dice_coefficient: 0.8045 Epoch 9: loss did not improve from 0.13864 376/400 [===========================>..] - ETA: 13s - loss: 0.3413 - dice_coefficient: 0.8045 Epoch 9: loss did not improve from 0.13864 377/400 [===========================>..] - ETA: 13s - loss: 0.3408 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 378/400 [===========================>..] - ETA: 12s - loss: 0.3402 - dice_coefficient: 0.8052 Epoch 9: loss did not improve from 0.13864 379/400 [===========================>..] - ETA: 12s - loss: 0.3404 - dice_coefficient: 0.8049 Epoch 9: loss did not improve from 0.13864 380/400 [===========================>..] - ETA: 11s - loss: 0.3406 - dice_coefficient: 0.8046 Epoch 9: loss did not improve from 0.13864 381/400 [===========================>..] - ETA: 10s - loss: 0.3403 - dice_coefficient: 0.8047 Epoch 9: loss did not improve from 0.13864 382/400 [===========================>..] - ETA: 10s - loss: 0.3400 - dice_coefficient: 0.8048 Epoch 9: loss did not improve from 0.13864 383/400 [===========================>..] - ETA: 9s - loss: 0.3397 - dice_coefficient: 0.8050 Epoch 9: loss did not improve from 0.13864 384/400 [===========================>..] - ETA: 9s - loss: 0.3394 - dice_coefficient: 0.8051 Epoch 9: loss did not improve from 0.13864 385/400 [===========================>..] - ETA: 8s - loss: 0.3388 - dice_coefficient: 0.8055 Epoch 9: loss did not improve from 0.13864 386/400 [===========================>..] - ETA: 8s - loss: 0.3385 - dice_coefficient: 0.8056 Epoch 9: loss did not improve from 0.13864 387/400 [============================>.] - ETA: 7s - loss: 0.3386 - dice_coefficient: 0.8054 Epoch 9: loss did not improve from 0.13864 388/400 [============================>.] - ETA: 6s - loss: 0.3385 - dice_coefficient: 0.8054 Epoch 9: loss did not improve from 0.13864 389/400 [============================>.] - ETA: 6s - loss: 0.3379 - dice_coefficient: 0.8057 Epoch 9: loss did not improve from 0.13864 390/400 [============================>.] - ETA: 5s - loss: 0.3376 - dice_coefficient: 0.8059 Epoch 9: loss did not improve from 0.13864 391/400 [============================>.] - ETA: 5s - loss: 0.3373 - dice_coefficient: 0.8060 Epoch 9: loss did not improve from 0.13864 392/400 [============================>.] - ETA: 4s - loss: 0.3368 - dice_coefficient: 0.8062 Epoch 9: loss did not improve from 0.13864 393/400 [============================>.] - ETA: 4s - loss: 0.3367 - dice_coefficient: 0.8061 Epoch 9: loss did not improve from 0.13864 394/400 [============================>.] - ETA: 3s - loss: 0.3365 - dice_coefficient: 0.8063 Epoch 9: loss did not improve from 0.13864 395/400 [============================>.] - ETA: 2s - loss: 0.3365 - dice_coefficient: 0.8061 Epoch 9: loss did not improve from 0.13864 396/400 [============================>.] - ETA: 2s - loss: 0.3363 - dice_coefficient: 0.8063 Epoch 9: loss did not improve from 0.13864 397/400 [============================>.] - ETA: 1s - loss: 0.3374 - dice_coefficient: 0.8055 Epoch 9: loss did not improve from 0.13864 398/400 [============================>.] - ETA: 1s - loss: 0.3369 - dice_coefficient: 0.8058 Epoch 9: loss did not improve from 0.13864 399/400 [============================>.] - ETA: 0s - loss: 0.3368 - dice_coefficient: 0.8058 Epoch 9: loss did not improve from 0.13864 400/400 [==============================] - 230s 576ms/step - loss: 0.3363 - dice_coefficient: 0.8061 - val_loss: 0.7172 - val_dice_coefficient: 0.6150 - lr: 1.0000e-04 Epoch 10/30 Epoch 10: loss did not improve from 0.13864 1/400 [..............................] - ETA: 3:40 - loss: 0.6982 - dice_coefficient: 0.5340 Epoch 10: loss did not improve from 0.13864 2/400 [..............................] - ETA: 3:45 - loss: 0.5110 - dice_coefficient: 0.6364 Epoch 10: loss did not improve from 0.13864 3/400 [..............................] - ETA: 3:48 - loss: 0.7990 - dice_coefficient: 0.5168 Epoch 10: loss did not improve from 0.13864 4/400 [..............................] - ETA: 3:47 - loss: 0.6586 - dice_coefficient: 0.5905 Epoch 10: loss did not improve from 0.13864 5/400 [..............................] - ETA: 3:46 - loss: 0.5775 - dice_coefficient: 0.6484 Epoch 10: loss did not improve from 0.13864 6/400 [..............................] - ETA: 3:46 - loss: 0.6398 - dice_coefficient: 0.6123 Epoch 10: loss did not improve from 0.13864 7/400 [..............................] - ETA: 3:46 - loss: 0.5741 - dice_coefficient: 0.6527 Epoch 10: loss did not improve from 0.13864 8/400 [..............................] - ETA: 3:45 - loss: 0.6525 - dice_coefficient: 0.6120 Epoch 10: loss did not improve from 0.13864 9/400 [..............................] - ETA: 3:45 - loss: 0.6274 - dice_coefficient: 0.6189 Epoch 10: loss did not improve from 0.13864 10/400 [..............................] - ETA: 3:44 - loss: 0.5827 - dice_coefficient: 0.6475 Epoch 10: loss did not improve from 0.13864 11/400 [..............................] - ETA: 3:43 - loss: 0.5492 - dice_coefficient: 0.6659 Epoch 10: loss did not improve from 0.13864 12/400 [..............................] - ETA: 3:43 - loss: 0.5276 - dice_coefficient: 0.6824 Epoch 10: loss did not improve from 0.13864 13/400 [..............................] - ETA: 3:42 - loss: 0.5460 - dice_coefficient: 0.6665 Epoch 10: loss did not improve from 0.13864 14/400 [>.............................] - ETA: 3:41 - loss: 0.5208 - dice_coefficient: 0.6830 Epoch 10: loss did not improve from 0.13864 15/400 [>.............................] - ETA: 3:40 - loss: 0.4997 - dice_coefficient: 0.6952 Epoch 10: loss did not improve from 0.13864 16/400 [>.............................] - ETA: 3:40 - loss: 0.4745 - dice_coefficient: 0.7109 Epoch 10: loss did not improve from 0.13864 17/400 [>.............................] - ETA: 3:40 - loss: 0.4604 - dice_coefficient: 0.7182 Epoch 10: loss did not improve from 0.13864 18/400 [>.............................] - ETA: 3:39 - loss: 0.4440 - dice_coefficient: 0.7276 Epoch 10: loss did not improve from 0.13864 19/400 [>.............................] - ETA: 3:39 - loss: 0.4394 - dice_coefficient: 0.7293 Epoch 10: loss did not improve from 0.13864 20/400 [>.............................] - ETA: 3:38 - loss: 0.4277 - dice_coefficient: 0.7378 Epoch 10: loss did not improve from 0.13864 21/400 [>.............................] - ETA: 3:37 - loss: 0.4115 - dice_coefficient: 0.7476 Epoch 10: loss did not improve from 0.13864 22/400 [>.............................] - ETA: 3:36 - loss: 0.4132 - dice_coefficient: 0.7435 Epoch 10: loss did not improve from 0.13864 23/400 [>.............................] - ETA: 3:36 - loss: 0.4210 - dice_coefficient: 0.7360 Epoch 10: loss did not improve from 0.13864 24/400 [>.............................] - ETA: 3:35 - loss: 0.4097 - dice_coefficient: 0.7424 Epoch 10: loss did not improve from 0.13864 25/400 [>.............................] - ETA: 3:35 - loss: 0.4036 - dice_coefficient: 0.7466 Epoch 10: loss did not improve from 0.13864 26/400 [>.............................] - ETA: 3:34 - loss: 0.3919 - dice_coefficient: 0.7539 Epoch 10: loss did not improve from 0.13864 27/400 [=>............................] - ETA: 3:33 - loss: 0.3855 - dice_coefficient: 0.7575 Epoch 10: loss did not improve from 0.13864 28/400 [=>............................] - ETA: 3:33 - loss: 0.3872 - dice_coefficient: 0.7557 Epoch 10: loss did not improve from 0.13864 29/400 [=>............................] - ETA: 3:32 - loss: 0.3764 - dice_coefficient: 0.7627 Epoch 10: loss did not improve from 0.13864 30/400 [=>............................] - ETA: 3:32 - loss: 0.3690 - dice_coefficient: 0.7676 Epoch 10: loss did not improve from 0.13864 31/400 [=>............................] - ETA: 3:31 - loss: 0.3742 - dice_coefficient: 0.7702 Epoch 10: loss did not improve from 0.13864 32/400 [=>............................] - ETA: 3:30 - loss: 0.3701 - dice_coefficient: 0.7713 Epoch 10: loss did not improve from 0.13864 33/400 [=>............................] - ETA: 3:30 - loss: 0.3653 - dice_coefficient: 0.7732 Epoch 10: loss did not improve from 0.13864 34/400 [=>............................] - ETA: 3:29 - loss: 0.3584 - dice_coefficient: 0.7776 Epoch 10: loss did not improve from 0.13864 35/400 [=>............................] - ETA: 3:29 - loss: 0.3515 - dice_coefficient: 0.7818 Epoch 10: loss did not improve from 0.13864 36/400 [=>............................] - ETA: 3:28 - loss: 0.3556 - dice_coefficient: 0.7775 Epoch 10: loss did not improve from 0.13864 37/400 [=>............................] - ETA: 3:28 - loss: 0.3541 - dice_coefficient: 0.7781 Epoch 10: loss did not improve from 0.13864 38/400 [=>............................] - ETA: 3:27 - loss: 0.3562 - dice_coefficient: 0.7759 Epoch 10: loss did not improve from 0.13864 39/400 [=>............................] - ETA: 3:27 - loss: 0.3645 - dice_coefficient: 0.7697 Epoch 10: loss did not improve from 0.13864 40/400 [==>...........................] - ETA: 3:26 - loss: 0.3610 - dice_coefficient: 0.7707 Epoch 10: loss did not improve from 0.13864 41/400 [==>...........................] - ETA: 3:25 - loss: 0.3550 - dice_coefficient: 0.7746 Epoch 10: loss did not improve from 0.13864 42/400 [==>...........................] - ETA: 3:25 - loss: 0.3529 - dice_coefficient: 0.7769 Epoch 10: loss did not improve from 0.13864 43/400 [==>...........................] - ETA: 3:24 - loss: 0.3554 - dice_coefficient: 0.7739 Epoch 10: loss did not improve from 0.13864 44/400 [==>...........................] - ETA: 3:24 - loss: 0.3541 - dice_coefficient: 0.7740 Epoch 10: loss did not improve from 0.13864 45/400 [==>...........................] - ETA: 3:23 - loss: 0.3666 - dice_coefficient: 0.7662 Epoch 10: loss did not improve from 0.13864 46/400 [==>...........................] - ETA: 3:23 - loss: 0.3630 - dice_coefficient: 0.7686 Epoch 10: loss did not improve from 0.13864 47/400 [==>...........................] - ETA: 3:23 - loss: 0.3591 - dice_coefficient: 0.7706 Epoch 10: loss did not improve from 0.13864 48/400 [==>...........................] - ETA: 3:22 - loss: 0.3588 - dice_coefficient: 0.7710 Epoch 10: loss did not improve from 0.13864 49/400 [==>...........................] - ETA: 3:21 - loss: 0.3620 - dice_coefficient: 0.7685 Epoch 10: loss did not improve from 0.13864 50/400 [==>...........................] - ETA: 3:21 - loss: 0.3576 - dice_coefficient: 0.7712 Epoch 10: loss did not improve from 0.13864 51/400 [==>...........................] - ETA: 3:20 - loss: 0.3536 - dice_coefficient: 0.7739 Epoch 10: loss did not improve from 0.13864 52/400 [==>...........................] - ETA: 3:20 - loss: 0.3506 - dice_coefficient: 0.7763 Epoch 10: loss did not improve from 0.13864 53/400 [==>...........................] - ETA: 3:19 - loss: 0.3492 - dice_coefficient: 0.7766 Epoch 10: loss did not improve from 0.13864 54/400 [===>..........................] - ETA: 3:18 - loss: 0.3490 - dice_coefficient: 0.7764 Epoch 10: loss did not improve from 0.13864 55/400 [===>..........................] - ETA: 3:18 - loss: 0.3469 - dice_coefficient: 0.7782 Epoch 10: loss did not improve from 0.13864 56/400 [===>..........................] - ETA: 3:17 - loss: 0.3440 - dice_coefficient: 0.7800 Epoch 10: loss did not improve from 0.13864 57/400 [===>..........................] - ETA: 3:17 - loss: 0.3436 - dice_coefficient: 0.7797 Epoch 10: loss did not improve from 0.13864 58/400 [===>..........................] - ETA: 3:16 - loss: 0.3417 - dice_coefficient: 0.7815 Epoch 10: loss did not improve from 0.13864 59/400 [===>..........................] - ETA: 3:15 - loss: 0.3426 - dice_coefficient: 0.7801 Epoch 10: loss did not improve from 0.13864 60/400 [===>..........................] - ETA: 3:15 - loss: 0.3395 - dice_coefficient: 0.7821 Epoch 10: loss did not improve from 0.13864 61/400 [===>..........................] - ETA: 3:14 - loss: 0.3377 - dice_coefficient: 0.7835 Epoch 10: loss did not improve from 0.13864 62/400 [===>..........................] - ETA: 3:14 - loss: 0.3360 - dice_coefficient: 0.7842 Epoch 10: loss did not improve from 0.13864 63/400 [===>..........................] - ETA: 3:13 - loss: 0.3334 - dice_coefficient: 0.7861 Epoch 10: loss did not improve from 0.13864 64/400 [===>..........................] - ETA: 3:12 - loss: 0.3315 - dice_coefficient: 0.7874 Epoch 10: loss did not improve from 0.13864 65/400 [===>..........................] - ETA: 3:12 - loss: 0.3280 - dice_coefficient: 0.7898 Epoch 10: loss did not improve from 0.13864 66/400 [===>..........................] - ETA: 3:11 - loss: 0.3247 - dice_coefficient: 0.7919 Epoch 10: loss did not improve from 0.13864 67/400 [====>.........................] - ETA: 3:11 - loss: 0.3220 - dice_coefficient: 0.7935 Epoch 10: loss did not improve from 0.13864 68/400 [====>.........................] - ETA: 3:10 - loss: 0.3212 - dice_coefficient: 0.7941 Epoch 10: loss did not improve from 0.13864 69/400 [====>.........................] - ETA: 3:10 - loss: 0.3272 - dice_coefficient: 0.7897 Epoch 10: loss did not improve from 0.13864 70/400 [====>.........................] - ETA: 3:09 - loss: 0.3242 - dice_coefficient: 0.7917 Epoch 10: loss did not improve from 0.13864 71/400 [====>.........................] - ETA: 3:08 - loss: 0.3233 - dice_coefficient: 0.7934 Epoch 10: loss did not improve from 0.13864 72/400 [====>.........................] - ETA: 3:08 - loss: 0.3221 - dice_coefficient: 0.7941 Epoch 10: loss did not improve from 0.13864 73/400 [====>.........................] - ETA: 3:07 - loss: 0.3244 - dice_coefficient: 0.7920 Epoch 10: loss did not improve from 0.13864 74/400 [====>.........................] - ETA: 3:07 - loss: 0.3212 - dice_coefficient: 0.7940 Epoch 10: loss did not improve from 0.13864 75/400 [====>.........................] - ETA: 3:06 - loss: 0.3249 - dice_coefficient: 0.7912 Epoch 10: loss did not improve from 0.13864 76/400 [====>.........................] - ETA: 3:05 - loss: 0.3228 - dice_coefficient: 0.7921 Epoch 10: loss did not improve from 0.13864 77/400 [====>.........................] - ETA: 3:05 - loss: 0.3241 - dice_coefficient: 0.7933 Epoch 10: loss did not improve from 0.13864 78/400 [====>.........................] - ETA: 3:04 - loss: 0.3212 - dice_coefficient: 0.7952 Epoch 10: loss did not improve from 0.13864 79/400 [====>.........................] - ETA: 3:04 - loss: 0.3199 - dice_coefficient: 0.7959 Epoch 10: loss did not improve from 0.13864 80/400 [=====>........................] - ETA: 3:03 - loss: 0.3172 - dice_coefficient: 0.7976 Epoch 10: loss did not improve from 0.13864 81/400 [=====>........................] - ETA: 3:03 - loss: 0.3174 - dice_coefficient: 0.7969 Epoch 10: loss did not improve from 0.13864 82/400 [=====>........................] - ETA: 3:02 - loss: 0.3156 - dice_coefficient: 0.7985 Epoch 10: loss did not improve from 0.13864 83/400 [=====>........................] - ETA: 3:01 - loss: 0.3133 - dice_coefficient: 0.8004 Epoch 10: loss did not improve from 0.13864 84/400 [=====>........................] - ETA: 3:01 - loss: 0.3129 - dice_coefficient: 0.8015 Epoch 10: loss did not improve from 0.13864 85/400 [=====>........................] - ETA: 3:00 - loss: 0.3108 - dice_coefficient: 0.8026 Epoch 10: loss did not improve from 0.13864 86/400 [=====>........................] - ETA: 3:00 - loss: 0.3088 - dice_coefficient: 0.8040 Epoch 10: loss did not improve from 0.13864 87/400 [=====>........................] - ETA: 2:59 - loss: 0.3085 - dice_coefficient: 0.8040 Epoch 10: loss did not improve from 0.13864 88/400 [=====>........................] - ETA: 2:59 - loss: 0.3072 - dice_coefficient: 0.8052 Epoch 10: loss did not improve from 0.13864 89/400 [=====>........................] - ETA: 2:58 - loss: 0.3056 - dice_coefficient: 0.8061 Epoch 10: loss did not improve from 0.13864 90/400 [=====>........................] - ETA: 2:57 - loss: 0.3040 - dice_coefficient: 0.8068 Epoch 10: loss did not improve from 0.13864 91/400 [=====>........................] - ETA: 2:57 - loss: 0.3031 - dice_coefficient: 0.8070 Epoch 10: loss did not improve from 0.13864 92/400 [=====>........................] - ETA: 2:56 - loss: 0.3011 - dice_coefficient: 0.8085 Epoch 10: loss did not improve from 0.13864 93/400 [=====>........................] - ETA: 2:56 - loss: 0.2990 - dice_coefficient: 0.8097 Epoch 10: loss did not improve from 0.13864 94/400 [======>.......................] - ETA: 2:55 - loss: 0.2974 - dice_coefficient: 0.8110 Epoch 10: loss did not improve from 0.13864 95/400 [======>.......................] - ETA: 2:54 - loss: 0.2972 - dice_coefficient: 0.8109 Epoch 10: loss did not improve from 0.13864 96/400 [======>.......................] - ETA: 2:54 - loss: 0.2976 - dice_coefficient: 0.8101 Epoch 10: loss did not improve from 0.13864 97/400 [======>.......................] - ETA: 2:53 - loss: 0.2962 - dice_coefficient: 0.8112 Epoch 10: loss did not improve from 0.13864 98/400 [======>.......................] - ETA: 2:53 - loss: 0.2957 - dice_coefficient: 0.8113 Epoch 10: loss did not improve from 0.13864 99/400 [======>.......................] - ETA: 2:52 - loss: 0.2958 - dice_coefficient: 0.8108 Epoch 10: loss did not improve from 0.13864 100/400 [======>.......................] - ETA: 2:51 - loss: 0.2962 - dice_coefficient: 0.8101 Epoch 10: loss did not improve from 0.13864 101/400 [======>.......................] - ETA: 2:51 - loss: 0.2950 - dice_coefficient: 0.8105 Epoch 10: loss did not improve from 0.13864 102/400 [======>.......................] - ETA: 2:50 - loss: 0.2938 - dice_coefficient: 0.8118 Epoch 10: loss did not improve from 0.13864 103/400 [======>.......................] - ETA: 2:50 - loss: 0.2930 - dice_coefficient: 0.8119 Epoch 10: loss did not improve from 0.13864 104/400 [======>.......................] - ETA: 2:49 - loss: 0.2916 - dice_coefficient: 0.8126 Epoch 10: loss did not improve from 0.13864 105/400 [======>.......................] - ETA: 2:49 - loss: 0.2915 - dice_coefficient: 0.8124 Epoch 10: loss did not improve from 0.13864 106/400 [======>.......................] - ETA: 2:48 - loss: 0.2912 - dice_coefficient: 0.8123 Epoch 10: loss did not improve from 0.13864 107/400 [=======>......................] - ETA: 2:47 - loss: 0.2907 - dice_coefficient: 0.8122 Epoch 10: loss did not improve from 0.13864 108/400 [=======>......................] - ETA: 2:47 - loss: 0.2895 - dice_coefficient: 0.8133 Epoch 10: loss did not improve from 0.13864 109/400 [=======>......................] - ETA: 2:46 - loss: 0.2885 - dice_coefficient: 0.8137 Epoch 10: loss did not improve from 0.13864 110/400 [=======>......................] - ETA: 2:46 - loss: 0.2868 - dice_coefficient: 0.8148 Epoch 10: loss did not improve from 0.13864 111/400 [=======>......................] - ETA: 2:45 - loss: 0.2858 - dice_coefficient: 0.8153 Epoch 10: loss did not improve from 0.13864 112/400 [=======>......................] - ETA: 2:45 - loss: 0.2853 - dice_coefficient: 0.8158 Epoch 10: loss did not improve from 0.13864 113/400 [=======>......................] - ETA: 2:44 - loss: 0.2846 - dice_coefficient: 0.8167 Epoch 10: loss did not improve from 0.13864 114/400 [=======>......................] - ETA: 2:43 - loss: 0.2836 - dice_coefficient: 0.8172 Epoch 10: loss did not improve from 0.13864 115/400 [=======>......................] - ETA: 2:43 - loss: 0.2824 - dice_coefficient: 0.8181 Epoch 10: loss did not improve from 0.13864 116/400 [=======>......................] - ETA: 2:42 - loss: 0.2806 - dice_coefficient: 0.8192 Epoch 10: loss did not improve from 0.13864 117/400 [=======>......................] - ETA: 2:42 - loss: 0.2811 - dice_coefficient: 0.8187 Epoch 10: loss did not improve from 0.13864 118/400 [=======>......................] - ETA: 2:41 - loss: 0.2820 - dice_coefficient: 0.8178 Epoch 10: loss did not improve from 0.13864 119/400 [=======>......................] - ETA: 2:41 - loss: 0.2820 - dice_coefficient: 0.8176 Epoch 10: loss did not improve from 0.13864 120/400 [========>.....................] - ETA: 2:40 - loss: 0.2818 - dice_coefficient: 0.8174 Epoch 10: loss did not improve from 0.13864 121/400 [========>.....................] - ETA: 2:39 - loss: 0.2826 - dice_coefficient: 0.8167 Epoch 10: loss did not improve from 0.13864 122/400 [========>.....................] - ETA: 2:39 - loss: 0.2814 - dice_coefficient: 0.8174 Epoch 10: loss did not improve from 0.13864 123/400 [========>.....................] - ETA: 2:38 - loss: 0.2798 - dice_coefficient: 0.8185 Epoch 10: loss did not improve from 0.13864 124/400 [========>.....................] - ETA: 2:38 - loss: 0.2786 - dice_coefficient: 0.8195 Epoch 10: loss did not improve from 0.13864 125/400 [========>.....................] - ETA: 2:37 - loss: 0.2779 - dice_coefficient: 0.8199 Epoch 10: loss did not improve from 0.13864 126/400 [========>.....................] - ETA: 2:36 - loss: 0.2776 - dice_coefficient: 0.8201 Epoch 10: loss did not improve from 0.13864 127/400 [========>.....................] - ETA: 2:36 - loss: 0.2783 - dice_coefficient: 0.8192 Epoch 10: loss did not improve from 0.13864 128/400 [========>.....................] - ETA: 2:35 - loss: 0.2771 - dice_coefficient: 0.8202 Epoch 10: loss did not improve from 0.13864 129/400 [========>.....................] - ETA: 2:35 - loss: 0.2797 - dice_coefficient: 0.8184 Epoch 10: loss did not improve from 0.13864 130/400 [========>.....................] - ETA: 2:34 - loss: 0.2787 - dice_coefficient: 0.8190 Epoch 10: loss did not improve from 0.13864 131/400 [========>.....................] - ETA: 2:34 - loss: 0.2777 - dice_coefficient: 0.8196 Epoch 10: loss did not improve from 0.13864 132/400 [========>.....................] - ETA: 2:33 - loss: 0.2771 - dice_coefficient: 0.8200 Epoch 10: loss did not improve from 0.13864 133/400 [========>.....................] - ETA: 2:32 - loss: 0.2792 - dice_coefficient: 0.8198 Epoch 10: loss did not improve from 0.13864 134/400 [=========>....................] - ETA: 2:32 - loss: 0.2780 - dice_coefficient: 0.8205 Epoch 10: loss did not improve from 0.13864 135/400 [=========>....................] - ETA: 2:31 - loss: 0.2791 - dice_coefficient: 0.8199 Epoch 10: loss did not improve from 0.13864 136/400 [=========>....................] - ETA: 2:31 - loss: 0.2783 - dice_coefficient: 0.8203 Epoch 10: loss did not improve from 0.13864 137/400 [=========>....................] - ETA: 2:30 - loss: 0.2768 - dice_coefficient: 0.8213 Epoch 10: loss did not improve from 0.13864 138/400 [=========>....................] - ETA: 2:30 - loss: 0.2784 - dice_coefficient: 0.8200 Epoch 10: loss did not improve from 0.13864 139/400 [=========>....................] - ETA: 2:29 - loss: 0.2776 - dice_coefficient: 0.8204 Epoch 10: loss did not improve from 0.13864 140/400 [=========>....................] - ETA: 2:28 - loss: 0.2809 - dice_coefficient: 0.8180 Epoch 10: loss did not improve from 0.13864 141/400 [=========>....................] - ETA: 2:28 - loss: 0.2814 - dice_coefficient: 0.8174 Epoch 10: loss did not improve from 0.13864 142/400 [=========>....................] - ETA: 2:27 - loss: 0.2818 - dice_coefficient: 0.8172 Epoch 10: loss did not improve from 0.13864 143/400 [=========>....................] - ETA: 2:27 - loss: 0.2825 - dice_coefficient: 0.8166 Epoch 10: loss did not improve from 0.13864 144/400 [=========>....................] - ETA: 2:26 - loss: 0.2835 - dice_coefficient: 0.8156 Epoch 10: loss did not improve from 0.13864 145/400 [=========>....................] - ETA: 2:26 - loss: 0.2886 - dice_coefficient: 0.8128 Epoch 10: loss did not improve from 0.13864 146/400 [=========>....................] - ETA: 2:25 - loss: 0.2890 - dice_coefficient: 0.8122 Epoch 10: loss did not improve from 0.13864 147/400 [==========>...................] - ETA: 2:24 - loss: 0.2887 - dice_coefficient: 0.8126 Epoch 10: loss did not improve from 0.13864 148/400 [==========>...................] - ETA: 2:24 - loss: 0.2877 - dice_coefficient: 0.8133 Epoch 10: loss did not improve from 0.13864 149/400 [==========>...................] - ETA: 2:23 - loss: 0.2866 - dice_coefficient: 0.8140 Epoch 10: loss did not improve from 0.13864 150/400 [==========>...................] - ETA: 2:23 - loss: 0.2860 - dice_coefficient: 0.8143 Epoch 10: loss did not improve from 0.13864 151/400 [==========>...................] - ETA: 2:22 - loss: 0.2859 - dice_coefficient: 0.8141 Epoch 10: loss did not improve from 0.13864 152/400 [==========>...................] - ETA: 2:22 - loss: 0.2864 - dice_coefficient: 0.8136 Epoch 10: loss did not improve from 0.13864 153/400 [==========>...................] - ETA: 2:21 - loss: 0.2857 - dice_coefficient: 0.8142 Epoch 10: loss did not improve from 0.13864 154/400 [==========>...................] - ETA: 2:20 - loss: 0.2874 - dice_coefficient: 0.8127 Epoch 10: loss did not improve from 0.13864 155/400 [==========>...................] - ETA: 2:20 - loss: 0.2870 - dice_coefficient: 0.8135 Epoch 10: loss did not improve from 0.13864 156/400 [==========>...................] - ETA: 2:19 - loss: 0.2869 - dice_coefficient: 0.8133 Epoch 10: loss did not improve from 0.13864 157/400 [==========>...................] - ETA: 2:19 - loss: 0.2874 - dice_coefficient: 0.8130 Epoch 10: loss did not improve from 0.13864 158/400 [==========>...................] - ETA: 2:18 - loss: 0.2868 - dice_coefficient: 0.8134 Epoch 10: loss did not improve from 0.13864 159/400 [==========>...................] - ETA: 2:18 - loss: 0.2858 - dice_coefficient: 0.8140 Epoch 10: loss did not improve from 0.13864 160/400 [===========>..................] - ETA: 2:17 - loss: 0.2847 - dice_coefficient: 0.8149 Epoch 10: loss did not improve from 0.13864 161/400 [===========>..................] - ETA: 2:16 - loss: 0.2844 - dice_coefficient: 0.8153 Epoch 10: loss did not improve from 0.13864 162/400 [===========>..................] - ETA: 2:16 - loss: 0.2831 - dice_coefficient: 0.8161 Epoch 10: loss did not improve from 0.13864 163/400 [===========>..................] - ETA: 2:15 - loss: 0.2829 - dice_coefficient: 0.8159 Epoch 10: loss did not improve from 0.13864 164/400 [===========>..................] - ETA: 2:15 - loss: 0.2831 - dice_coefficient: 0.8157 Epoch 10: loss did not improve from 0.13864 165/400 [===========>..................] - ETA: 2:14 - loss: 0.2832 - dice_coefficient: 0.8156 Epoch 10: loss did not improve from 0.13864 166/400 [===========>..................] - ETA: 2:14 - loss: 0.2831 - dice_coefficient: 0.8159 Epoch 10: loss did not improve from 0.13864 167/400 [===========>..................] - ETA: 2:13 - loss: 0.2827 - dice_coefficient: 0.8164 Epoch 10: loss did not improve from 0.13864 168/400 [===========>..................] - ETA: 2:12 - loss: 0.2830 - dice_coefficient: 0.8161 Epoch 10: loss did not improve from 0.13864 169/400 [===========>..................] - ETA: 2:12 - loss: 0.2820 - dice_coefficient: 0.8169 Epoch 10: loss did not improve from 0.13864 170/400 [===========>..................] - ETA: 2:11 - loss: 0.2816 - dice_coefficient: 0.8171 Epoch 10: loss did not improve from 0.13864 171/400 [===========>..................] - ETA: 2:11 - loss: 0.2828 - dice_coefficient: 0.8168 Epoch 10: loss did not improve from 0.13864 172/400 [===========>..................] - ETA: 2:10 - loss: 0.2828 - dice_coefficient: 0.8168 Epoch 10: loss did not improve from 0.13864 173/400 [===========>..................] - ETA: 2:09 - loss: 0.2819 - dice_coefficient: 0.8176 Epoch 10: loss did not improve from 0.13864 174/400 [============>.................] - ETA: 2:09 - loss: 0.2809 - dice_coefficient: 0.8184 Epoch 10: loss did not improve from 0.13864 175/400 [============>.................] - ETA: 2:08 - loss: 0.2817 - dice_coefficient: 0.8176 Epoch 10: loss did not improve from 0.13864 176/400 [============>.................] - ETA: 2:08 - loss: 0.2857 - dice_coefficient: 0.8152 Epoch 10: loss did not improve from 0.13864 177/400 [============>.................] - ETA: 2:07 - loss: 0.2857 - dice_coefficient: 0.8151 Epoch 10: loss did not improve from 0.13864 178/400 [============>.................] - ETA: 2:07 - loss: 0.2854 - dice_coefficient: 0.8151 Epoch 10: loss did not improve from 0.13864 179/400 [============>.................] - ETA: 2:06 - loss: 0.2846 - dice_coefficient: 0.8155 Epoch 10: loss did not improve from 0.13864 180/400 [============>.................] - ETA: 2:06 - loss: 0.2848 - dice_coefficient: 0.8160 Epoch 10: loss did not improve from 0.13864 181/400 [============>.................] - ETA: 2:05 - loss: 0.2852 - dice_coefficient: 0.8154 Epoch 10: loss did not improve from 0.13864 182/400 [============>.................] - ETA: 2:04 - loss: 0.2848 - dice_coefficient: 0.8159 Epoch 10: loss did not improve from 0.13864 183/400 [============>.................] - ETA: 2:04 - loss: 0.2848 - dice_coefficient: 0.8156 Epoch 10: loss did not improve from 0.13864 184/400 [============>.................] - ETA: 2:03 - loss: 0.2844 - dice_coefficient: 0.8161 Epoch 10: loss did not improve from 0.13864 185/400 [============>.................] - ETA: 2:03 - loss: 0.2836 - dice_coefficient: 0.8166 Epoch 10: loss did not improve from 0.13864 186/400 [============>.................] - ETA: 2:02 - loss: 0.2830 - dice_coefficient: 0.8169 Epoch 10: loss did not improve from 0.13864 187/400 [=============>................] - ETA: 2:01 - loss: 0.2821 - dice_coefficient: 0.8174 Epoch 10: loss did not improve from 0.13864 188/400 [=============>................] - ETA: 2:01 - loss: 0.2829 - dice_coefficient: 0.8168 Epoch 10: loss did not improve from 0.13864 189/400 [=============>................] - ETA: 2:00 - loss: 0.2824 - dice_coefficient: 0.8171 Epoch 10: loss did not improve from 0.13864 190/400 [=============>................] - ETA: 2:00 - loss: 0.2816 - dice_coefficient: 0.8176 Epoch 10: loss did not improve from 0.13864 191/400 [=============>................] - ETA: 1:59 - loss: 0.2809 - dice_coefficient: 0.8181 Epoch 10: loss did not improve from 0.13864 192/400 [=============>................] - ETA: 1:59 - loss: 0.2806 - dice_coefficient: 0.8182 Epoch 10: loss did not improve from 0.13864 193/400 [=============>................] - ETA: 1:58 - loss: 0.2795 - dice_coefficient: 0.8190 Epoch 10: loss did not improve from 0.13864 194/400 [=============>................] - ETA: 1:57 - loss: 0.2788 - dice_coefficient: 0.8195 Epoch 10: loss did not improve from 0.13864 195/400 [=============>................] - ETA: 1:57 - loss: 0.2794 - dice_coefficient: 0.8193 Epoch 10: loss did not improve from 0.13864 196/400 [=============>................] - ETA: 1:56 - loss: 0.2796 - dice_coefficient: 0.8190 Epoch 10: loss did not improve from 0.13864 197/400 [=============>................] - ETA: 1:56 - loss: 0.2794 - dice_coefficient: 0.8189 Epoch 10: loss did not improve from 0.13864 198/400 [=============>................] - ETA: 1:55 - loss: 0.2805 - dice_coefficient: 0.8180 Epoch 10: loss did not improve from 0.13864 199/400 [=============>................] - ETA: 1:55 - loss: 0.2797 - dice_coefficient: 0.8185 Epoch 10: loss did not improve from 0.13864 200/400 [==============>...............] - ETA: 1:54 - loss: 0.2799 - dice_coefficient: 0.8183 Epoch 10: loss did not improve from 0.13864 201/400 [==============>...............] - ETA: 1:53 - loss: 0.2806 - dice_coefficient: 0.8177 Epoch 10: loss did not improve from 0.13864 202/400 [==============>...............] - ETA: 1:53 - loss: 0.2843 - dice_coefficient: 0.8154 Epoch 10: loss did not improve from 0.13864 203/400 [==============>...............] - ETA: 1:52 - loss: 0.2847 - dice_coefficient: 0.8150 Epoch 10: loss did not improve from 0.13864 204/400 [==============>...............] - ETA: 1:52 - loss: 0.2849 - dice_coefficient: 0.8146 Epoch 10: loss did not improve from 0.13864 205/400 [==============>...............] - ETA: 1:51 - loss: 0.2853 - dice_coefficient: 0.8144 Epoch 10: loss did not improve from 0.13864 206/400 [==============>...............] - ETA: 1:51 - loss: 0.2863 - dice_coefficient: 0.8135 Epoch 10: loss did not improve from 0.13864 207/400 [==============>...............] - ETA: 1:50 - loss: 0.2858 - dice_coefficient: 0.8139 Epoch 10: loss did not improve from 0.13864 208/400 [==============>...............] - ETA: 1:49 - loss: 0.2853 - dice_coefficient: 0.8142 Epoch 10: loss did not improve from 0.13864 209/400 [==============>...............] - ETA: 1:49 - loss: 0.2857 - dice_coefficient: 0.8139 Epoch 10: loss did not improve from 0.13864 210/400 [==============>...............] - ETA: 1:48 - loss: 0.2862 - dice_coefficient: 0.8133 Epoch 10: loss did not improve from 0.13864 211/400 [==============>...............] - ETA: 1:48 - loss: 0.2855 - dice_coefficient: 0.8139 Epoch 10: loss did not improve from 0.13864 212/400 [==============>...............] - ETA: 1:47 - loss: 0.2854 - dice_coefficient: 0.8138 Epoch 10: loss did not improve from 0.13864 213/400 [==============>...............] - ETA: 1:47 - loss: 0.2862 - dice_coefficient: 0.8131 Epoch 10: loss did not improve from 0.13864 214/400 [===============>..............] - ETA: 1:46 - loss: 0.2859 - dice_coefficient: 0.8132 Epoch 10: loss did not improve from 0.13864 215/400 [===============>..............] - ETA: 1:45 - loss: 0.2855 - dice_coefficient: 0.8134 Epoch 10: loss did not improve from 0.13864 216/400 [===============>..............] - ETA: 1:45 - loss: 0.2849 - dice_coefficient: 0.8138 Epoch 10: loss did not improve from 0.13864 217/400 [===============>..............] - ETA: 1:44 - loss: 0.2845 - dice_coefficient: 0.8139 Epoch 10: loss did not improve from 0.13864 218/400 [===============>..............] - ETA: 1:44 - loss: 0.2839 - dice_coefficient: 0.8144 Epoch 10: loss did not improve from 0.13864 219/400 [===============>..............] - ETA: 1:43 - loss: 0.2833 - dice_coefficient: 0.8147 Epoch 10: loss did not improve from 0.13864 220/400 [===============>..............] - ETA: 1:43 - loss: 0.2826 - dice_coefficient: 0.8150 Epoch 10: loss did not improve from 0.13864 221/400 [===============>..............] - ETA: 1:42 - loss: 0.2820 - dice_coefficient: 0.8154 Epoch 10: loss did not improve from 0.13864 222/400 [===============>..............] - ETA: 1:41 - loss: 0.2815 - dice_coefficient: 0.8157 Epoch 10: loss did not improve from 0.13864 223/400 [===============>..............] - ETA: 1:41 - loss: 0.2811 - dice_coefficient: 0.8162 Epoch 10: loss did not improve from 0.13864 224/400 [===============>..............] - ETA: 1:40 - loss: 0.2807 - dice_coefficient: 0.8165 Epoch 10: loss did not improve from 0.13864 225/400 [===============>..............] - ETA: 1:40 - loss: 0.2801 - dice_coefficient: 0.8170 Epoch 10: loss did not improve from 0.13864 226/400 [===============>..............] - ETA: 1:39 - loss: 0.2793 - dice_coefficient: 0.8174 Epoch 10: loss did not improve from 0.13864 227/400 [================>.............] - ETA: 1:39 - loss: 0.2790 - dice_coefficient: 0.8176 Epoch 10: loss did not improve from 0.13864 228/400 [================>.............] - ETA: 1:38 - loss: 0.2781 - dice_coefficient: 0.8182 Epoch 10: loss did not improve from 0.13864 229/400 [================>.............] - ETA: 1:37 - loss: 0.2772 - dice_coefficient: 0.8189 Epoch 10: loss did not improve from 0.13864 230/400 [================>.............] - ETA: 1:37 - loss: 0.2779 - dice_coefficient: 0.8184 Epoch 10: loss did not improve from 0.13864 231/400 [================>.............] - ETA: 1:36 - loss: 0.2772 - dice_coefficient: 0.8189 Epoch 10: loss did not improve from 0.13864 232/400 [================>.............] - ETA: 1:36 - loss: 0.2763 - dice_coefficient: 0.8195 Epoch 10: loss did not improve from 0.13864 233/400 [================>.............] - ETA: 1:35 - loss: 0.2759 - dice_coefficient: 0.8199 Epoch 10: loss did not improve from 0.13864 234/400 [================>.............] - ETA: 1:35 - loss: 0.2757 - dice_coefficient: 0.8201 Epoch 10: loss did not improve from 0.13864 235/400 [================>.............] - ETA: 1:34 - loss: 0.2774 - dice_coefficient: 0.8189 Epoch 10: loss did not improve from 0.13864 236/400 [================>.............] - ETA: 1:33 - loss: 0.2770 - dice_coefficient: 0.8191 Epoch 10: loss did not improve from 0.13864 237/400 [================>.............] - ETA: 1:33 - loss: 0.2771 - dice_coefficient: 0.8192 Epoch 10: loss did not improve from 0.13864 238/400 [================>.............] - ETA: 1:32 - loss: 0.2764 - dice_coefficient: 0.8196 Epoch 10: loss did not improve from 0.13864 239/400 [================>.............] - ETA: 1:32 - loss: 0.2764 - dice_coefficient: 0.8196 Epoch 10: loss did not improve from 0.13864 240/400 [=================>............] - ETA: 1:31 - loss: 0.2757 - dice_coefficient: 0.8202 Epoch 10: loss did not improve from 0.13864 241/400 [=================>............] - ETA: 1:31 - loss: 0.2751 - dice_coefficient: 0.8206 Epoch 10: loss did not improve from 0.13864 242/400 [=================>............] - ETA: 1:30 - loss: 0.2745 - dice_coefficient: 0.8209 Epoch 10: loss did not improve from 0.13864 243/400 [=================>............] - ETA: 1:29 - loss: 0.2746 - dice_coefficient: 0.8209 Epoch 10: loss did not improve from 0.13864 244/400 [=================>............] - ETA: 1:29 - loss: 0.2742 - dice_coefficient: 0.8211 Epoch 10: loss did not improve from 0.13864 245/400 [=================>............] - ETA: 1:28 - loss: 0.2740 - dice_coefficient: 0.8211 Epoch 10: loss did not improve from 0.13864 246/400 [=================>............] - ETA: 1:28 - loss: 0.2736 - dice_coefficient: 0.8213 Epoch 10: loss did not improve from 0.13864 247/400 [=================>............] - ETA: 1:27 - loss: 0.2738 - dice_coefficient: 0.8210 Epoch 10: loss did not improve from 0.13864 248/400 [=================>............] - ETA: 1:27 - loss: 0.2730 - dice_coefficient: 0.8216 Epoch 10: loss did not improve from 0.13864 249/400 [=================>............] - ETA: 1:26 - loss: 0.2725 - dice_coefficient: 0.8220 Epoch 10: loss did not improve from 0.13864 250/400 [=================>............] - ETA: 1:25 - loss: 0.2723 - dice_coefficient: 0.8222 Epoch 10: loss did not improve from 0.13864 251/400 [=================>............] - ETA: 1:25 - loss: 0.2721 - dice_coefficient: 0.8224 Epoch 10: loss did not improve from 0.13864 252/400 [=================>............] - ETA: 1:24 - loss: 0.2717 - dice_coefficient: 0.8227 Epoch 10: loss did not improve from 0.13864 253/400 [=================>............] - ETA: 1:24 - loss: 0.2720 - dice_coefficient: 0.8224 Epoch 10: loss did not improve from 0.13864 254/400 [==================>...........] - ETA: 1:23 - loss: 0.2718 - dice_coefficient: 0.8224 Epoch 10: loss did not improve from 0.13864 255/400 [==================>...........] - ETA: 1:23 - loss: 0.2717 - dice_coefficient: 0.8228 Epoch 10: loss did not improve from 0.13864 256/400 [==================>...........] - ETA: 1:22 - loss: 0.2713 - dice_coefficient: 0.8232 Epoch 10: loss did not improve from 0.13864 257/400 [==================>...........] - ETA: 1:21 - loss: 0.2707 - dice_coefficient: 0.8236 Epoch 10: loss did not improve from 0.13864 258/400 [==================>...........] - ETA: 1:21 - loss: 0.2701 - dice_coefficient: 0.8240 Epoch 10: loss did not improve from 0.13864 259/400 [==================>...........] - ETA: 1:20 - loss: 0.2697 - dice_coefficient: 0.8243 Epoch 10: loss did not improve from 0.13864 260/400 [==================>...........] - ETA: 1:20 - loss: 0.2700 - dice_coefficient: 0.8240 Epoch 10: loss did not improve from 0.13864 261/400 [==================>...........] - ETA: 1:19 - loss: 0.2698 - dice_coefficient: 0.8240 Epoch 10: loss did not improve from 0.13864 262/400 [==================>...........] - ETA: 1:19 - loss: 0.2691 - dice_coefficient: 0.8244 Epoch 10: loss did not improve from 0.13864 263/400 [==================>...........] - ETA: 1:18 - loss: 0.2686 - dice_coefficient: 0.8248 Epoch 10: loss did not improve from 0.13864 264/400 [==================>...........] - ETA: 1:17 - loss: 0.2681 - dice_coefficient: 0.8251 Epoch 10: loss did not improve from 0.13864 265/400 [==================>...........] - ETA: 1:17 - loss: 0.2679 - dice_coefficient: 0.8253 Epoch 10: loss did not improve from 0.13864 266/400 [==================>...........] - ETA: 1:16 - loss: 0.2678 - dice_coefficient: 0.8255 Epoch 10: loss did not improve from 0.13864 267/400 [===================>..........] - ETA: 1:16 - loss: 0.2676 - dice_coefficient: 0.8256 Epoch 10: loss did not improve from 0.13864 268/400 [===================>..........] - ETA: 1:15 - loss: 0.2670 - dice_coefficient: 0.8260 Epoch 10: loss did not improve from 0.13864 269/400 [===================>..........] - ETA: 1:15 - loss: 0.2667 - dice_coefficient: 0.8262 Epoch 10: loss did not improve from 0.13864 270/400 [===================>..........] - ETA: 1:14 - loss: 0.2672 - dice_coefficient: 0.8257 Epoch 10: loss did not improve from 0.13864 271/400 [===================>..........] - ETA: 1:13 - loss: 0.2669 - dice_coefficient: 0.8259 Epoch 10: loss did not improve from 0.13864 272/400 [===================>..........] - ETA: 1:13 - loss: 0.2663 - dice_coefficient: 0.8263 Epoch 10: loss did not improve from 0.13864 273/400 [===================>..........] - ETA: 1:12 - loss: 0.2660 - dice_coefficient: 0.8264 Epoch 10: loss did not improve from 0.13864 274/400 [===================>..........] - ETA: 1:12 - loss: 0.2658 - dice_coefficient: 0.8266 Epoch 10: loss did not improve from 0.13864 275/400 [===================>..........] - ETA: 1:11 - loss: 0.2654 - dice_coefficient: 0.8268 Epoch 10: loss did not improve from 0.13864 276/400 [===================>..........] - ETA: 1:11 - loss: 0.2650 - dice_coefficient: 0.8272 Epoch 10: loss did not improve from 0.13864 277/400 [===================>..........] - ETA: 1:10 - loss: 0.2644 - dice_coefficient: 0.8275 Epoch 10: loss did not improve from 0.13864 278/400 [===================>..........] - ETA: 1:09 - loss: 0.2642 - dice_coefficient: 0.8277 Epoch 10: loss did not improve from 0.13864 279/400 [===================>..........] - ETA: 1:09 - loss: 0.2647 - dice_coefficient: 0.8273 Epoch 10: loss did not improve from 0.13864 280/400 [====================>.........] - ETA: 1:08 - loss: 0.2671 - dice_coefficient: 0.8259 Epoch 10: loss did not improve from 0.13864 281/400 [====================>.........] - ETA: 1:08 - loss: 0.2672 - dice_coefficient: 0.8262 Epoch 10: loss did not improve from 0.13864 282/400 [====================>.........] - ETA: 1:07 - loss: 0.2669 - dice_coefficient: 0.8264 Epoch 10: loss did not improve from 0.13864 283/400 [====================>.........] - ETA: 1:07 - loss: 0.2664 - dice_coefficient: 0.8266 Epoch 10: loss did not improve from 0.13864 284/400 [====================>.........] - ETA: 1:06 - loss: 0.2663 - dice_coefficient: 0.8267 Epoch 10: loss did not improve from 0.13864 285/400 [====================>.........] - ETA: 1:05 - loss: 0.2665 - dice_coefficient: 0.8266 Epoch 10: loss did not improve from 0.13864 286/400 [====================>.........] - ETA: 1:05 - loss: 0.2659 - dice_coefficient: 0.8270 Epoch 10: loss did not improve from 0.13864 287/400 [====================>.........] - ETA: 1:04 - loss: 0.2656 - dice_coefficient: 0.8271 Epoch 10: loss did not improve from 0.13864 288/400 [====================>.........] - ETA: 1:04 - loss: 0.2652 - dice_coefficient: 0.8273 Epoch 10: loss did not improve from 0.13864 289/400 [====================>.........] - ETA: 1:03 - loss: 0.2646 - dice_coefficient: 0.8277 Epoch 10: loss did not improve from 0.13864 290/400 [====================>.........] - ETA: 1:02 - loss: 0.2645 - dice_coefficient: 0.8279 Epoch 10: loss did not improve from 0.13864 291/400 [====================>.........] - ETA: 1:02 - loss: 0.2646 - dice_coefficient: 0.8279 Epoch 10: loss did not improve from 0.13864 292/400 [====================>.........] - ETA: 1:01 - loss: 0.2645 - dice_coefficient: 0.8280 Epoch 10: loss did not improve from 0.13864 293/400 [====================>.........] - ETA: 1:01 - loss: 0.2644 - dice_coefficient: 0.8279 Epoch 10: loss did not improve from 0.13864 294/400 [=====================>........] - ETA: 1:00 - loss: 0.2657 - dice_coefficient: 0.8269 Epoch 10: loss did not improve from 0.13864 295/400 [=====================>........] - ETA: 1:00 - loss: 0.2656 - dice_coefficient: 0.8268 Epoch 10: loss did not improve from 0.13864 296/400 [=====================>........] - ETA: 59s - loss: 0.2695 - dice_coefficient: 0.8249 Epoch 10: loss did not improve from 0.13864 297/400 [=====================>........] - ETA: 59s - loss: 0.2696 - dice_coefficient: 0.8249 Epoch 10: loss did not improve from 0.13864 298/400 [=====================>........] - ETA: 58s - loss: 0.2689 - dice_coefficient: 0.8253 Epoch 10: loss did not improve from 0.13864 299/400 [=====================>........] - ETA: 57s - loss: 0.2687 - dice_coefficient: 0.8253 Epoch 10: loss did not improve from 0.13864 300/400 [=====================>........] - ETA: 57s - loss: 0.2687 - dice_coefficient: 0.8255 Epoch 10: loss did not improve from 0.13864 301/400 [=====================>........] - ETA: 56s - loss: 0.2686 - dice_coefficient: 0.8257 Epoch 10: loss did not improve from 0.13864 302/400 [=====================>........] - ETA: 56s - loss: 0.2685 - dice_coefficient: 0.8258 Epoch 10: loss did not improve from 0.13864 303/400 [=====================>........] - ETA: 55s - loss: 0.2681 - dice_coefficient: 0.8261 Epoch 10: loss did not improve from 0.13864 304/400 [=====================>........] - ETA: 54s - loss: 0.2678 - dice_coefficient: 0.8262 Epoch 10: loss did not improve from 0.13864 305/400 [=====================>........] - ETA: 54s - loss: 0.2678 - dice_coefficient: 0.8262 Epoch 10: loss did not improve from 0.13864 306/400 [=====================>........] - ETA: 53s - loss: 0.2673 - dice_coefficient: 0.8266 Epoch 10: loss did not improve from 0.13864 307/400 [======================>.......] - ETA: 53s - loss: 0.2671 - dice_coefficient: 0.8267 Epoch 10: loss did not improve from 0.13864 308/400 [======================>.......] - ETA: 52s - loss: 0.2670 - dice_coefficient: 0.8267 Epoch 10: loss did not improve from 0.13864 309/400 [======================>.......] - ETA: 52s - loss: 0.2668 - dice_coefficient: 0.8269 Epoch 10: loss did not improve from 0.13864 310/400 [======================>.......] - ETA: 51s - loss: 0.2667 - dice_coefficient: 0.8268 Epoch 10: loss did not improve from 0.13864 311/400 [======================>.......] - ETA: 50s - loss: 0.2666 - dice_coefficient: 0.8268 Epoch 10: loss did not improve from 0.13864 312/400 [======================>.......] - ETA: 50s - loss: 0.2665 - dice_coefficient: 0.8268 Epoch 10: loss did not improve from 0.13864 313/400 [======================>.......] - ETA: 49s - loss: 0.2658 - dice_coefficient: 0.8272 Epoch 10: loss did not improve from 0.13864 314/400 [======================>.......] - ETA: 49s - loss: 0.2663 - dice_coefficient: 0.8267 Epoch 10: loss did not improve from 0.13864 315/400 [======================>.......] - ETA: 48s - loss: 0.2662 - dice_coefficient: 0.8267 Epoch 10: loss did not improve from 0.13864 316/400 [======================>.......] - ETA: 48s - loss: 0.2659 - dice_coefficient: 0.8269 Epoch 10: loss did not improve from 0.13864 317/400 [======================>.......] - ETA: 47s - loss: 0.2654 - dice_coefficient: 0.8272 Epoch 10: loss did not improve from 0.13864 318/400 [======================>.......] - ETA: 46s - loss: 0.2651 - dice_coefficient: 0.8274 Epoch 10: loss did not improve from 0.13864 319/400 [======================>.......] - ETA: 46s - loss: 0.2652 - dice_coefficient: 0.8272 Epoch 10: loss did not improve from 0.13864 320/400 [=======================>......] - ETA: 45s - loss: 0.2647 - dice_coefficient: 0.8275 Epoch 10: loss did not improve from 0.13864 321/400 [=======================>......] - ETA: 45s - loss: 0.2643 - dice_coefficient: 0.8278 Epoch 10: loss did not improve from 0.13864 322/400 [=======================>......] - ETA: 44s - loss: 0.2645 - dice_coefficient: 0.8275 Epoch 10: loss did not improve from 0.13864 323/400 [=======================>......] - ETA: 44s - loss: 0.2645 - dice_coefficient: 0.8274 Epoch 10: loss did not improve from 0.13864 324/400 [=======================>......] - ETA: 43s - loss: 0.2643 - dice_coefficient: 0.8277 Epoch 10: loss did not improve from 0.13864 325/400 [=======================>......] - ETA: 42s - loss: 0.2654 - dice_coefficient: 0.8269 Epoch 10: loss did not improve from 0.13864 326/400 [=======================>......] - ETA: 42s - loss: 0.2654 - dice_coefficient: 0.8268 Epoch 10: loss did not improve from 0.13864 327/400 [=======================>......] - ETA: 41s - loss: 0.2653 - dice_coefficient: 0.8269 Epoch 10: loss did not improve from 0.13864 328/400 [=======================>......] - ETA: 41s - loss: 0.2650 - dice_coefficient: 0.8272 Epoch 10: loss did not improve from 0.13864 329/400 [=======================>......] - ETA: 40s - loss: 0.2652 - dice_coefficient: 0.8272 Epoch 10: loss did not improve from 0.13864 330/400 [=======================>......] - ETA: 40s - loss: 0.2648 - dice_coefficient: 0.8276 Epoch 10: loss did not improve from 0.13864 331/400 [=======================>......] - ETA: 39s - loss: 0.2649 - dice_coefficient: 0.8275 Epoch 10: loss did not improve from 0.13864 332/400 [=======================>......] - ETA: 39s - loss: 0.3131 - dice_coefficient: 0.8250 Epoch 10: loss did not improve from 0.13864 333/400 [=======================>......] - ETA: 38s - loss: 0.3127 - dice_coefficient: 0.8251 Epoch 10: loss did not improve from 0.13864 334/400 [========================>.....] - ETA: 37s - loss: 0.3123 - dice_coefficient: 0.8253 Epoch 10: loss did not improve from 0.13864 335/400 [========================>.....] - ETA: 37s - loss: 0.3122 - dice_coefficient: 0.8252 Epoch 10: loss did not improve from 0.13864 336/400 [========================>.....] - ETA: 36s - loss: 0.3116 - dice_coefficient: 0.8255 Epoch 10: loss did not improve from 0.13864 337/400 [========================>.....] - ETA: 36s - loss: 0.3140 - dice_coefficient: 0.8241 Epoch 10: loss did not improve from 0.13864 338/400 [========================>.....] - ETA: 35s - loss: 0.3134 - dice_coefficient: 0.8244 Epoch 10: loss did not improve from 0.13864 339/400 [========================>.....] - ETA: 34s - loss: 0.3130 - dice_coefficient: 0.8246 Epoch 10: loss did not improve from 0.13864 340/400 [========================>.....] - ETA: 34s - loss: 0.3124 - dice_coefficient: 0.8248 Epoch 10: loss did not improve from 0.13864 341/400 [========================>.....] - ETA: 33s - loss: 0.3126 - dice_coefficient: 0.8245 Epoch 10: loss did not improve from 0.13864 342/400 [========================>.....] - ETA: 33s - loss: 0.3122 - dice_coefficient: 0.8246 Epoch 10: loss did not improve from 0.13864 343/400 [========================>.....] - ETA: 32s - loss: 0.3116 - dice_coefficient: 0.8250 Epoch 10: loss did not improve from 0.13864 344/400 [========================>.....] - ETA: 32s - loss: 0.3111 - dice_coefficient: 0.8253 Epoch 10: loss did not improve from 0.13864 345/400 [========================>.....] - ETA: 31s - loss: 0.3105 - dice_coefficient: 0.8256 Epoch 10: loss did not improve from 0.13864 346/400 [========================>.....] - ETA: 30s - loss: 0.3100 - dice_coefficient: 0.8259 Epoch 10: loss did not improve from 0.13864 347/400 [=========================>....] - ETA: 30s - loss: 0.3094 - dice_coefficient: 0.8262 Epoch 10: loss did not improve from 0.13864 348/400 [=========================>....] - ETA: 29s - loss: 0.3096 - dice_coefficient: 0.8260 Epoch 10: loss did not improve from 0.13864 349/400 [=========================>....] - ETA: 29s - loss: 0.3092 - dice_coefficient: 0.8262 Epoch 10: loss did not improve from 0.13864 350/400 [=========================>....] - ETA: 28s - loss: 0.3098 - dice_coefficient: 0.8257 Epoch 10: loss did not improve from 0.13864 351/400 [=========================>....] - ETA: 28s - loss: 0.3094 - dice_coefficient: 0.8259 Epoch 10: loss did not improve from 0.13864 352/400 [=========================>....] - ETA: 27s - loss: 0.3091 - dice_coefficient: 0.8259 Epoch 10: loss did not improve from 0.13864 353/400 [=========================>....] - ETA: 26s - loss: 0.3085 - dice_coefficient: 0.8262 Epoch 10: loss did not improve from 0.13864 354/400 [=========================>....] - ETA: 26s - loss: 0.3079 - dice_coefficient: 0.8266 Epoch 10: loss did not improve from 0.13864 355/400 [=========================>....] - ETA: 25s - loss: 0.3078 - dice_coefficient: 0.8267 Epoch 10: loss did not improve from 0.13864 356/400 [=========================>....] - ETA: 25s - loss: 0.3072 - dice_coefficient: 0.8270 Epoch 10: loss did not improve from 0.13864 357/400 [=========================>....] - ETA: 24s - loss: 0.3069 - dice_coefficient: 0.8271 Epoch 10: loss did not improve from 0.13864 358/400 [=========================>....] - ETA: 24s - loss: 0.3063 - dice_coefficient: 0.8274 Epoch 10: loss did not improve from 0.13864 359/400 [=========================>....] - ETA: 23s - loss: 0.3060 - dice_coefficient: 0.8275 Epoch 10: loss did not improve from 0.13864 360/400 [==========================>...] - ETA: 22s - loss: 0.3057 - dice_coefficient: 0.8276 Epoch 10: loss did not improve from 0.13864 361/400 [==========================>...] - ETA: 22s - loss: 0.3057 - dice_coefficient: 0.8275 Epoch 10: loss did not improve from 0.13864 362/400 [==========================>...] - ETA: 21s - loss: 0.3057 - dice_coefficient: 0.8272 Epoch 10: loss did not improve from 0.13864 363/400 [==========================>...] - ETA: 21s - loss: 0.3052 - dice_coefficient: 0.8274 Epoch 10: loss did not improve from 0.13864 364/400 [==========================>...] - ETA: 20s - loss: 0.3049 - dice_coefficient: 0.8277 Epoch 10: loss did not improve from 0.13864 365/400 [==========================>...] - ETA: 20s - loss: 0.3045 - dice_coefficient: 0.8280 Epoch 10: loss did not improve from 0.13864 366/400 [==========================>...] - ETA: 19s - loss: 0.3048 - dice_coefficient: 0.8278 Epoch 10: loss did not improve from 0.13864 367/400 [==========================>...] - ETA: 18s - loss: 0.3048 - dice_coefficient: 0.8276 Epoch 10: loss did not improve from 0.13864 368/400 [==========================>...] - ETA: 18s - loss: 0.3055 - dice_coefficient: 0.8270 Epoch 10: loss did not improve from 0.13864 369/400 [==========================>...] - ETA: 17s - loss: 0.3051 - dice_coefficient: 0.8271 Epoch 10: loss did not improve from 0.13864 370/400 [==========================>...] - ETA: 17s - loss: 0.3047 - dice_coefficient: 0.8274 Epoch 10: loss did not improve from 0.13864 371/400 [==========================>...] - ETA: 16s - loss: 0.3041 - dice_coefficient: 0.8277 Epoch 10: loss did not improve from 0.13864 372/400 [==========================>...] - ETA: 16s - loss: 0.3035 - dice_coefficient: 0.8280 Epoch 10: loss did not improve from 0.13864 373/400 [==========================>...] - ETA: 15s - loss: 0.3031 - dice_coefficient: 0.8283 Epoch 10: loss did not improve from 0.13864 374/400 [===========================>..] - ETA: 14s - loss: 0.3028 - dice_coefficient: 0.8284 Epoch 10: loss did not improve from 0.13864 375/400 [===========================>..] - ETA: 14s - loss: 0.3027 - dice_coefficient: 0.8282 Epoch 10: loss did not improve from 0.13864 376/400 [===========================>..] - ETA: 13s - loss: 0.3021 - dice_coefficient: 0.8286 Epoch 10: loss did not improve from 0.13864 377/400 [===========================>..] - ETA: 13s - loss: 0.3020 - dice_coefficient: 0.8286 Epoch 10: loss did not improve from 0.13864 378/400 [===========================>..] - ETA: 12s - loss: 0.3016 - dice_coefficient: 0.8288 Epoch 10: loss did not improve from 0.13864 379/400 [===========================>..] - ETA: 12s - loss: 0.3014 - dice_coefficient: 0.8288 Epoch 10: loss did not improve from 0.13864 380/400 [===========================>..] - ETA: 11s - loss: 0.3012 - dice_coefficient: 0.8290 Epoch 10: loss did not improve from 0.13864 381/400 [===========================>..] - ETA: 10s - loss: 0.3008 - dice_coefficient: 0.8293 Epoch 10: loss did not improve from 0.13864 382/400 [===========================>..] - ETA: 10s - loss: 0.3002 - dice_coefficient: 0.8296 Epoch 10: loss did not improve from 0.13864 383/400 [===========================>..] - ETA: 9s - loss: 0.3001 - dice_coefficient: 0.8295 Epoch 10: loss did not improve from 0.13864 384/400 [===========================>..] - ETA: 9s - loss: 0.2996 - dice_coefficient: 0.8297 Epoch 10: loss did not improve from 0.13864 385/400 [===========================>..] - ETA: 8s - loss: 0.2991 - dice_coefficient: 0.8300 Epoch 10: loss did not improve from 0.13864 386/400 [===========================>..] - ETA: 8s - loss: 0.2992 - dice_coefficient: 0.8297 Epoch 10: loss did not improve from 0.13864 387/400 [============================>.] - ETA: 7s - loss: 0.2990 - dice_coefficient: 0.8297 Epoch 10: loss did not improve from 0.13864 388/400 [============================>.] - ETA: 6s - loss: 0.2988 - dice_coefficient: 0.8297 Epoch 10: loss did not improve from 0.13864 389/400 [============================>.] - ETA: 6s - loss: 0.2988 - dice_coefficient: 0.8295 Epoch 10: loss did not improve from 0.13864 390/400 [============================>.] - ETA: 5s - loss: 0.2995 - dice_coefficient: 0.8289 Epoch 10: loss did not improve from 0.13864 391/400 [============================>.] - ETA: 5s - loss: 0.2991 - dice_coefficient: 0.8291 Epoch 10: loss did not improve from 0.13864 392/400 [============================>.] - ETA: 4s - loss: 0.2988 - dice_coefficient: 0.8292 Epoch 10: loss did not improve from 0.13864 393/400 [============================>.] - ETA: 4s - loss: 0.2984 - dice_coefficient: 0.8293 Epoch 10: loss did not improve from 0.13864 394/400 [============================>.] - ETA: 3s - loss: 0.2984 - dice_coefficient: 0.8292 Epoch 10: loss did not improve from 0.13864 395/400 [============================>.] - ETA: 2s - loss: 0.2981 - dice_coefficient: 0.8294 Epoch 10: loss did not improve from 0.13864 396/400 [============================>.] - ETA: 2s - loss: 0.2977 - dice_coefficient: 0.8295 Epoch 10: loss did not improve from 0.13864 397/400 [============================>.] - ETA: 1s - loss: 0.2973 - dice_coefficient: 0.8298 Epoch 10: loss did not improve from 0.13864 398/400 [============================>.] - ETA: 1s - loss: 0.2969 - dice_coefficient: 0.8300 Epoch 10: loss did not improve from 0.13864 399/400 [============================>.] - ETA: 0s - loss: 0.2968 - dice_coefficient: 0.8301 Epoch 10: loss did not improve from 0.13864 400/400 [==============================] - 230s 576ms/step - loss: 0.2966 - dice_coefficient: 0.8302 - val_loss: 0.7970 - val_dice_coefficient: 0.5954 - lr: 1.0000e-04 Epoch 11/30 Epoch 11: loss improved from 0.13864 to 0.10766, saving model to model-0.11.h5 1/400 [..............................] - ETA: 4:46 - loss: 0.1077 - dice_coefficient: 0.9351 Epoch 11: loss did not improve from 0.10766 2/400 [..............................] - ETA: 3:45 - loss: 0.1179 - dice_coefficient: 0.9366 Epoch 11: loss did not improve from 0.10766 3/400 [..............................] - ETA: 3:46 - loss: 0.1354 - dice_coefficient: 0.9302 Epoch 11: loss did not improve from 0.10766 4/400 [..............................] - ETA: 3:47 - loss: 0.1277 - dice_coefficient: 0.9319 Epoch 11: loss did not improve from 0.10766 5/400 [..............................] - ETA: 3:46 - loss: 0.1379 - dice_coefficient: 0.9321 Epoch 11: loss did not improve from 0.10766 6/400 [..............................] - ETA: 3:45 - loss: 0.1357 - dice_coefficient: 0.9350 Epoch 11: loss did not improve from 0.10766 7/400 [..............................] - ETA: 3:45 - loss: 0.1519 - dice_coefficient: 0.9235 Epoch 11: loss did not improve from 0.10766 8/400 [..............................] - ETA: 3:45 - loss: 0.1662 - dice_coefficient: 0.9090 Epoch 11: loss did not improve from 0.10766 9/400 [..............................] - ETA: 3:46 - loss: 0.1728 - dice_coefficient: 0.9066 Epoch 11: loss did not improve from 0.10766 10/400 [..............................] - ETA: 3:48 - loss: 0.1750 - dice_coefficient: 0.9018 Epoch 11: loss did not improve from 0.10766 11/400 [..............................] - ETA: 3:48 - loss: 0.1678 - dice_coefficient: 0.9069 Epoch 11: loss did not improve from 0.10766 12/400 [..............................] - ETA: 3:47 - loss: 0.1684 - dice_coefficient: 0.9051 Epoch 11: loss did not improve from 0.10766 13/400 [..............................] - ETA: 3:46 - loss: 0.1629 - dice_coefficient: 0.9077 Epoch 11: loss did not improve from 0.10766 14/400 [>.............................] - ETA: 3:45 - loss: 0.1714 - dice_coefficient: 0.9029 Epoch 11: loss did not improve from 0.10766 15/400 [>.............................] - ETA: 3:44 - loss: 0.1802 - dice_coefficient: 0.8969 Epoch 11: loss did not improve from 0.10766 16/400 [>.............................] - ETA: 3:43 - loss: 0.1929 - dice_coefficient: 0.8845 Epoch 11: loss did not improve from 0.10766 17/400 [>.............................] - ETA: 3:42 - loss: 0.1957 - dice_coefficient: 0.8828 Epoch 11: loss did not improve from 0.10766 18/400 [>.............................] - ETA: 3:42 - loss: 0.1976 - dice_coefficient: 0.8799 Epoch 11: loss did not improve from 0.10766 19/400 [>.............................] - ETA: 3:41 - loss: 0.1933 - dice_coefficient: 0.8831 Epoch 11: loss did not improve from 0.10766 20/400 [>.............................] - ETA: 3:40 - loss: 0.1938 - dice_coefficient: 0.8805 Epoch 11: loss did not improve from 0.10766 21/400 [>.............................] - ETA: 3:39 - loss: 0.1910 - dice_coefficient: 0.8836 Epoch 11: loss did not improve from 0.10766 22/400 [>.............................] - ETA: 3:39 - loss: 0.1924 - dice_coefficient: 0.8823 Epoch 11: loss did not improve from 0.10766 23/400 [>.............................] - ETA: 3:38 - loss: 0.1880 - dice_coefficient: 0.8845 Epoch 11: loss did not improve from 0.10766 24/400 [>.............................] - ETA: 3:37 - loss: 0.1880 - dice_coefficient: 0.8831 Epoch 11: loss did not improve from 0.10766 25/400 [>.............................] - ETA: 3:36 - loss: 0.1869 - dice_coefficient: 0.8839 Epoch 11: loss did not improve from 0.10766 26/400 [>.............................] - ETA: 3:36 - loss: 0.2063 - dice_coefficient: 0.8702 Epoch 11: loss did not improve from 0.10766 27/400 [=>............................] - ETA: 3:35 - loss: 0.2052 - dice_coefficient: 0.8705 Epoch 11: loss did not improve from 0.10766 28/400 [=>............................] - ETA: 3:34 - loss: 0.2035 - dice_coefficient: 0.8723 Epoch 11: loss did not improve from 0.10766 29/400 [=>............................] - ETA: 3:34 - loss: 0.2098 - dice_coefficient: 0.8684 Epoch 11: loss did not improve from 0.10766 30/400 [=>............................] - ETA: 3:33 - loss: 0.2111 - dice_coefficient: 0.8673 Epoch 11: loss did not improve from 0.10766 31/400 [=>............................] - ETA: 3:32 - loss: 0.2092 - dice_coefficient: 0.8683 Epoch 11: loss did not improve from 0.10766 32/400 [=>............................] - ETA: 3:32 - loss: 0.2137 - dice_coefficient: 0.8637 Epoch 11: loss did not improve from 0.10766 33/400 [=>............................] - ETA: 3:31 - loss: 0.2126 - dice_coefficient: 0.8632 Epoch 11: loss did not improve from 0.10766 34/400 [=>............................] - ETA: 3:31 - loss: 0.2114 - dice_coefficient: 0.8649 Epoch 11: loss did not improve from 0.10766 35/400 [=>............................] - ETA: 3:30 - loss: 0.2089 - dice_coefficient: 0.8670 Epoch 11: loss did not improve from 0.10766 36/400 [=>............................] - ETA: 3:29 - loss: 0.2048 - dice_coefficient: 0.8694 Epoch 11: loss did not improve from 0.10766 37/400 [=>............................] - ETA: 3:29 - loss: 0.2033 - dice_coefficient: 0.8704 Epoch 11: loss did not improve from 0.10766 38/400 [=>............................] - ETA: 3:28 - loss: 0.2026 - dice_coefficient: 0.8701 Epoch 11: loss did not improve from 0.10766 39/400 [=>............................] - ETA: 3:27 - loss: 0.2016 - dice_coefficient: 0.8709 Epoch 11: loss did not improve from 0.10766 40/400 [==>...........................] - ETA: 3:27 - loss: 0.2010 - dice_coefficient: 0.8716 Epoch 11: loss did not improve from 0.10766 41/400 [==>...........................] - ETA: 3:26 - loss: 0.1991 - dice_coefficient: 0.8728 Epoch 11: loss did not improve from 0.10766 42/400 [==>...........................] - ETA: 3:26 - loss: 0.1976 - dice_coefficient: 0.8736 Epoch 11: loss did not improve from 0.10766 43/400 [==>...........................] - ETA: 3:25 - loss: 0.2011 - dice_coefficient: 0.8715 Epoch 11: loss did not improve from 0.10766 44/400 [==>...........................] - ETA: 3:25 - loss: 0.2111 - dice_coefficient: 0.8651 Epoch 11: loss did not improve from 0.10766 45/400 [==>...........................] - ETA: 3:24 - loss: 0.2164 - dice_coefficient: 0.8605 Epoch 11: loss did not improve from 0.10766 46/400 [==>...........................] - ETA: 3:23 - loss: 0.2165 - dice_coefficient: 0.8599 Epoch 11: loss did not improve from 0.10766 47/400 [==>...........................] - ETA: 3:23 - loss: 0.2164 - dice_coefficient: 0.8593 Epoch 11: loss did not improve from 0.10766 48/400 [==>...........................] - ETA: 3:22 - loss: 0.2150 - dice_coefficient: 0.8608 Epoch 11: loss did not improve from 0.10766 49/400 [==>...........................] - ETA: 3:22 - loss: 0.2144 - dice_coefficient: 0.8608 Epoch 11: loss did not improve from 0.10766 50/400 [==>...........................] - ETA: 3:21 - loss: 0.2167 - dice_coefficient: 0.8588 Epoch 11: loss did not improve from 0.10766 51/400 [==>...........................] - ETA: 3:20 - loss: 0.2162 - dice_coefficient: 0.8594 Epoch 11: loss did not improve from 0.10766 52/400 [==>...........................] - ETA: 3:20 - loss: 0.2144 - dice_coefficient: 0.8607 Epoch 11: loss did not improve from 0.10766 53/400 [==>...........................] - ETA: 3:19 - loss: 0.2138 - dice_coefficient: 0.8607 Epoch 11: loss did not improve from 0.10766 54/400 [===>..........................] - ETA: 3:18 - loss: 0.2115 - dice_coefficient: 0.8619 Epoch 11: loss did not improve from 0.10766 55/400 [===>..........................] - ETA: 3:18 - loss: 0.2199 - dice_coefficient: 0.8565 Epoch 11: loss did not improve from 0.10766 56/400 [===>..........................] - ETA: 3:17 - loss: 0.2187 - dice_coefficient: 0.8574 Epoch 11: loss did not improve from 0.10766 57/400 [===>..........................] - ETA: 3:17 - loss: 0.2172 - dice_coefficient: 0.8585 Epoch 11: loss did not improve from 0.10766 58/400 [===>..........................] - ETA: 3:16 - loss: 0.2160 - dice_coefficient: 0.8592 Epoch 11: loss did not improve from 0.10766 59/400 [===>..........................] - ETA: 3:16 - loss: 0.2150 - dice_coefficient: 0.8602 Epoch 11: loss did not improve from 0.10766 60/400 [===>..........................] - ETA: 3:15 - loss: 0.2146 - dice_coefficient: 0.8604 Epoch 11: loss did not improve from 0.10766 61/400 [===>..........................] - ETA: 3:14 - loss: 0.2151 - dice_coefficient: 0.8599 Epoch 11: loss did not improve from 0.10766 62/400 [===>..........................] - ETA: 3:14 - loss: 0.2135 - dice_coefficient: 0.8606 Epoch 11: loss did not improve from 0.10766 63/400 [===>..........................] - ETA: 3:13 - loss: 0.2117 - dice_coefficient: 0.8620 Epoch 11: loss did not improve from 0.10766 64/400 [===>..........................] - ETA: 3:13 - loss: 0.2102 - dice_coefficient: 0.8628 Epoch 11: loss did not improve from 0.10766 65/400 [===>..........................] - ETA: 3:12 - loss: 0.2118 - dice_coefficient: 0.8613 Epoch 11: loss did not improve from 0.10766 66/400 [===>..........................] - ETA: 3:12 - loss: 0.2135 - dice_coefficient: 0.8596 Epoch 11: loss did not improve from 0.10766 67/400 [====>.........................] - ETA: 3:11 - loss: 0.2147 - dice_coefficient: 0.8585 Epoch 11: loss did not improve from 0.10766 68/400 [====>.........................] - ETA: 3:11 - loss: 0.2154 - dice_coefficient: 0.8584 Epoch 11: loss did not improve from 0.10766 69/400 [====>.........................] - ETA: 3:10 - loss: 0.2188 - dice_coefficient: 0.8561 Epoch 11: loss did not improve from 0.10766 70/400 [====>.........................] - ETA: 3:09 - loss: 0.2205 - dice_coefficient: 0.8550 Epoch 11: loss did not improve from 0.10766 71/400 [====>.........................] - ETA: 3:09 - loss: 0.2186 - dice_coefficient: 0.8564 Epoch 11: loss did not improve from 0.10766 72/400 [====>.........................] - ETA: 3:08 - loss: 0.2215 - dice_coefficient: 0.8538 Epoch 11: loss did not improve from 0.10766 73/400 [====>.........................] - ETA: 3:08 - loss: 0.2233 - dice_coefficient: 0.8520 Epoch 11: loss did not improve from 0.10766 74/400 [====>.........................] - ETA: 3:07 - loss: 0.2236 - dice_coefficient: 0.8523 Epoch 11: loss did not improve from 0.10766 75/400 [====>.........................] - ETA: 3:06 - loss: 0.2218 - dice_coefficient: 0.8534 Epoch 11: loss did not improve from 0.10766 76/400 [====>.........................] - ETA: 3:06 - loss: 0.2215 - dice_coefficient: 0.8534 Epoch 11: loss did not improve from 0.10766 77/400 [====>.........................] - ETA: 3:05 - loss: 0.2195 - dice_coefficient: 0.8548 Epoch 11: loss did not improve from 0.10766 78/400 [====>.........................] - ETA: 3:05 - loss: 0.2183 - dice_coefficient: 0.8558 Epoch 11: loss did not improve from 0.10766 79/400 [====>.........................] - ETA: 3:04 - loss: 0.2184 - dice_coefficient: 0.8556 Epoch 11: loss did not improve from 0.10766 80/400 [=====>........................] - ETA: 3:04 - loss: 0.2173 - dice_coefficient: 0.8563 Epoch 11: loss did not improve from 0.10766 81/400 [=====>........................] - ETA: 3:03 - loss: 0.2224 - dice_coefficient: 0.8528 Epoch 11: loss did not improve from 0.10766 82/400 [=====>........................] - ETA: 3:02 - loss: 0.2209 - dice_coefficient: 0.8539 Epoch 11: loss did not improve from 0.10766 83/400 [=====>........................] - ETA: 3:02 - loss: 0.2210 - dice_coefficient: 0.8546 Epoch 11: loss did not improve from 0.10766 84/400 [=====>........................] - ETA: 3:01 - loss: 0.2208 - dice_coefficient: 0.8545 Epoch 11: loss did not improve from 0.10766 85/400 [=====>........................] - ETA: 3:01 - loss: 0.2196 - dice_coefficient: 0.8555 Epoch 11: loss did not improve from 0.10766 86/400 [=====>........................] - ETA: 3:00 - loss: 0.2183 - dice_coefficient: 0.8562 Epoch 11: loss did not improve from 0.10766 87/400 [=====>........................] - ETA: 2:59 - loss: 0.2182 - dice_coefficient: 0.8560 Epoch 11: loss did not improve from 0.10766 88/400 [=====>........................] - ETA: 2:59 - loss: 0.2183 - dice_coefficient: 0.8565 Epoch 11: loss did not improve from 0.10766 89/400 [=====>........................] - ETA: 2:58 - loss: 0.2220 - dice_coefficient: 0.8536 Epoch 11: loss did not improve from 0.10766 90/400 [=====>........................] - ETA: 2:58 - loss: 0.2210 - dice_coefficient: 0.8541 Epoch 11: loss did not improve from 0.10766 91/400 [=====>........................] - ETA: 2:58 - loss: 0.2196 - dice_coefficient: 0.8550 Epoch 11: loss did not improve from 0.10766 92/400 [=====>........................] - ETA: 2:57 - loss: 0.2191 - dice_coefficient: 0.8555 Epoch 11: loss did not improve from 0.10766 93/400 [=====>........................] - ETA: 2:56 - loss: 0.2185 - dice_coefficient: 0.8563 Epoch 11: loss did not improve from 0.10766 94/400 [======>.......................] - ETA: 2:56 - loss: 0.2178 - dice_coefficient: 0.8565 Epoch 11: loss did not improve from 0.10766 95/400 [======>.......................] - ETA: 2:55 - loss: 0.2178 - dice_coefficient: 0.8562 Epoch 11: loss did not improve from 0.10766 96/400 [======>.......................] - ETA: 2:55 - loss: 0.2176 - dice_coefficient: 0.8560 Epoch 11: loss did not improve from 0.10766 97/400 [======>.......................] - ETA: 2:54 - loss: 0.2167 - dice_coefficient: 0.8567 Epoch 11: loss did not improve from 0.10766 98/400 [======>.......................] - ETA: 2:54 - loss: 0.2154 - dice_coefficient: 0.8576 Epoch 11: loss did not improve from 0.10766 99/400 [======>.......................] - ETA: 2:53 - loss: 0.2180 - dice_coefficient: 0.8554 Epoch 11: loss did not improve from 0.10766 100/400 [======>.......................] - ETA: 2:52 - loss: 0.2200 - dice_coefficient: 0.8539 Epoch 11: loss did not improve from 0.10766 101/400 [======>.......................] - ETA: 2:52 - loss: 0.2199 - dice_coefficient: 0.8536 Epoch 11: loss did not improve from 0.10766 102/400 [======>.......................] - ETA: 2:51 - loss: 0.2188 - dice_coefficient: 0.8542 Epoch 11: loss did not improve from 0.10766 103/400 [======>.......................] - ETA: 2:51 - loss: 0.2194 - dice_coefficient: 0.8534 Epoch 11: loss did not improve from 0.10766 104/400 [======>.......................] - ETA: 2:50 - loss: 0.2213 - dice_coefficient: 0.8518 Epoch 11: loss did not improve from 0.10766 105/400 [======>.......................] - ETA: 2:49 - loss: 0.2207 - dice_coefficient: 0.8521 Epoch 11: loss did not improve from 0.10766 106/400 [======>.......................] - ETA: 2:49 - loss: 0.2200 - dice_coefficient: 0.8526 Epoch 11: loss did not improve from 0.10766 107/400 [=======>......................] - ETA: 2:48 - loss: 0.2192 - dice_coefficient: 0.8531 Epoch 11: loss did not improve from 0.10766 108/400 [=======>......................] - ETA: 2:48 - loss: 0.2194 - dice_coefficient: 0.8526 Epoch 11: loss did not improve from 0.10766 109/400 [=======>......................] - ETA: 2:47 - loss: 0.2209 - dice_coefficient: 0.8512 Epoch 11: loss did not improve from 0.10766 110/400 [=======>......................] - ETA: 2:46 - loss: 0.2202 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 111/400 [=======>......................] - ETA: 2:46 - loss: 0.2217 - dice_coefficient: 0.8504 Epoch 11: loss did not improve from 0.10766 112/400 [=======>......................] - ETA: 2:45 - loss: 0.2272 - dice_coefficient: 0.8469 Epoch 11: loss did not improve from 0.10766 113/400 [=======>......................] - ETA: 2:45 - loss: 0.2257 - dice_coefficient: 0.8480 Epoch 11: loss did not improve from 0.10766 114/400 [=======>......................] - ETA: 2:44 - loss: 0.2250 - dice_coefficient: 0.8488 Epoch 11: loss did not improve from 0.10766 115/400 [=======>......................] - ETA: 2:44 - loss: 0.2239 - dice_coefficient: 0.8495 Epoch 11: loss did not improve from 0.10766 116/400 [=======>......................] - ETA: 2:43 - loss: 0.2235 - dice_coefficient: 0.8496 Epoch 11: loss did not improve from 0.10766 117/400 [=======>......................] - ETA: 2:42 - loss: 0.2263 - dice_coefficient: 0.8473 Epoch 11: loss did not improve from 0.10766 118/400 [=======>......................] - ETA: 2:42 - loss: 0.2255 - dice_coefficient: 0.8480 Epoch 11: loss did not improve from 0.10766 119/400 [=======>......................] - ETA: 2:41 - loss: 0.2260 - dice_coefficient: 0.8476 Epoch 11: loss did not improve from 0.10766 120/400 [========>.....................] - ETA: 2:41 - loss: 0.2253 - dice_coefficient: 0.8484 Epoch 11: loss did not improve from 0.10766 121/400 [========>.....................] - ETA: 2:40 - loss: 0.2248 - dice_coefficient: 0.8485 Epoch 11: loss did not improve from 0.10766 122/400 [========>.....................] - ETA: 2:39 - loss: 0.2242 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 123/400 [========>.....................] - ETA: 2:39 - loss: 0.2233 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 124/400 [========>.....................] - ETA: 2:38 - loss: 0.2226 - dice_coefficient: 0.8502 Epoch 11: loss did not improve from 0.10766 125/400 [========>.....................] - ETA: 2:38 - loss: 0.2236 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 126/400 [========>.....................] - ETA: 2:37 - loss: 0.2250 - dice_coefficient: 0.8487 Epoch 11: loss did not improve from 0.10766 127/400 [========>.....................] - ETA: 2:37 - loss: 0.2254 - dice_coefficient: 0.8487 Epoch 11: loss did not improve from 0.10766 128/400 [========>.....................] - ETA: 2:36 - loss: 0.2252 - dice_coefficient: 0.8488 Epoch 11: loss did not improve from 0.10766 129/400 [========>.....................] - ETA: 2:35 - loss: 0.2248 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 130/400 [========>.....................] - ETA: 2:35 - loss: 0.2246 - dice_coefficient: 0.8492 Epoch 11: loss did not improve from 0.10766 131/400 [========>.....................] - ETA: 2:34 - loss: 0.2238 - dice_coefficient: 0.8497 Epoch 11: loss did not improve from 0.10766 132/400 [========>.....................] - ETA: 2:34 - loss: 0.2240 - dice_coefficient: 0.8495 Epoch 11: loss did not improve from 0.10766 133/400 [========>.....................] - ETA: 2:33 - loss: 0.2235 - dice_coefficient: 0.8501 Epoch 11: loss did not improve from 0.10766 134/400 [=========>....................] - ETA: 2:32 - loss: 0.2226 - dice_coefficient: 0.8508 Epoch 11: loss did not improve from 0.10766 135/400 [=========>....................] - ETA: 2:32 - loss: 0.2231 - dice_coefficient: 0.8507 Epoch 11: loss did not improve from 0.10766 136/400 [=========>....................] - ETA: 2:31 - loss: 0.2219 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 137/400 [=========>....................] - ETA: 2:31 - loss: 0.2220 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 138/400 [=========>....................] - ETA: 2:30 - loss: 0.2236 - dice_coefficient: 0.8500 Epoch 11: loss did not improve from 0.10766 139/400 [=========>....................] - ETA: 2:30 - loss: 0.2245 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 140/400 [=========>....................] - ETA: 2:29 - loss: 0.2253 - dice_coefficient: 0.8486 Epoch 11: loss did not improve from 0.10766 141/400 [=========>....................] - ETA: 2:28 - loss: 0.2261 - dice_coefficient: 0.8479 Epoch 11: loss did not improve from 0.10766 142/400 [=========>....................] - ETA: 2:28 - loss: 0.2253 - dice_coefficient: 0.8486 Epoch 11: loss did not improve from 0.10766 143/400 [=========>....................] - ETA: 2:27 - loss: 0.2247 - dice_coefficient: 0.8490 Epoch 11: loss did not improve from 0.10766 144/400 [=========>....................] - ETA: 2:27 - loss: 0.2238 - dice_coefficient: 0.8496 Epoch 11: loss did not improve from 0.10766 145/400 [=========>....................] - ETA: 2:26 - loss: 0.2236 - dice_coefficient: 0.8496 Epoch 11: loss did not improve from 0.10766 146/400 [=========>....................] - ETA: 2:26 - loss: 0.2232 - dice_coefficient: 0.8500 Epoch 11: loss did not improve from 0.10766 147/400 [==========>...................] - ETA: 2:25 - loss: 0.2233 - dice_coefficient: 0.8497 Epoch 11: loss did not improve from 0.10766 148/400 [==========>...................] - ETA: 2:24 - loss: 0.2254 - dice_coefficient: 0.8481 Epoch 11: loss did not improve from 0.10766 149/400 [==========>...................] - ETA: 2:24 - loss: 0.2246 - dice_coefficient: 0.8487 Epoch 11: loss did not improve from 0.10766 150/400 [==========>...................] - ETA: 2:23 - loss: 0.2239 - dice_coefficient: 0.8492 Epoch 11: loss did not improve from 0.10766 151/400 [==========>...................] - ETA: 2:23 - loss: 0.2238 - dice_coefficient: 0.8496 Epoch 11: loss did not improve from 0.10766 152/400 [==========>...................] - ETA: 2:22 - loss: 0.2246 - dice_coefficient: 0.8488 Epoch 11: loss did not improve from 0.10766 153/400 [==========>...................] - ETA: 2:22 - loss: 0.2240 - dice_coefficient: 0.8490 Epoch 11: loss did not improve from 0.10766 154/400 [==========>...................] - ETA: 2:21 - loss: 0.2233 - dice_coefficient: 0.8495 Epoch 11: loss did not improve from 0.10766 155/400 [==========>...................] - ETA: 2:20 - loss: 0.2227 - dice_coefficient: 0.8498 Epoch 11: loss did not improve from 0.10766 156/400 [==========>...................] - ETA: 2:20 - loss: 0.2234 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 157/400 [==========>...................] - ETA: 2:19 - loss: 0.2234 - dice_coefficient: 0.8490 Epoch 11: loss did not improve from 0.10766 158/400 [==========>...................] - ETA: 2:19 - loss: 0.2230 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 159/400 [==========>...................] - ETA: 2:18 - loss: 0.2232 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 160/400 [===========>..................] - ETA: 2:18 - loss: 0.2241 - dice_coefficient: 0.8482 Epoch 11: loss did not improve from 0.10766 161/400 [===========>..................] - ETA: 2:17 - loss: 0.2276 - dice_coefficient: 0.8459 Epoch 11: loss did not improve from 0.10766 162/400 [===========>..................] - ETA: 2:16 - loss: 0.2272 - dice_coefficient: 0.8464 Epoch 11: loss did not improve from 0.10766 163/400 [===========>..................] - ETA: 2:16 - loss: 0.2265 - dice_coefficient: 0.8469 Epoch 11: loss did not improve from 0.10766 164/400 [===========>..................] - ETA: 2:15 - loss: 0.2263 - dice_coefficient: 0.8471 Epoch 11: loss did not improve from 0.10766 165/400 [===========>..................] - ETA: 2:15 - loss: 0.2262 - dice_coefficient: 0.8473 Epoch 11: loss did not improve from 0.10766 166/400 [===========>..................] - ETA: 2:14 - loss: 0.2262 - dice_coefficient: 0.8471 Epoch 11: loss did not improve from 0.10766 167/400 [===========>..................] - ETA: 2:14 - loss: 0.2260 - dice_coefficient: 0.8472 Epoch 11: loss did not improve from 0.10766 168/400 [===========>..................] - ETA: 2:13 - loss: 0.2261 - dice_coefficient: 0.8469 Epoch 11: loss did not improve from 0.10766 169/400 [===========>..................] - ETA: 2:12 - loss: 0.2279 - dice_coefficient: 0.8455 Epoch 11: loss did not improve from 0.10766 170/400 [===========>..................] - ETA: 2:12 - loss: 0.2279 - dice_coefficient: 0.8455 Epoch 11: loss did not improve from 0.10766 171/400 [===========>..................] - ETA: 2:11 - loss: 0.2274 - dice_coefficient: 0.8458 Epoch 11: loss did not improve from 0.10766 172/400 [===========>..................] - ETA: 2:11 - loss: 0.2272 - dice_coefficient: 0.8462 Epoch 11: loss did not improve from 0.10766 173/400 [===========>..................] - ETA: 2:10 - loss: 0.2269 - dice_coefficient: 0.8465 Epoch 11: loss did not improve from 0.10766 174/400 [============>.................] - ETA: 2:09 - loss: 0.2264 - dice_coefficient: 0.8468 Epoch 11: loss did not improve from 0.10766 175/400 [============>.................] - ETA: 2:09 - loss: 0.2260 - dice_coefficient: 0.8471 Epoch 11: loss did not improve from 0.10766 176/400 [============>.................] - ETA: 2:08 - loss: 0.2262 - dice_coefficient: 0.8475 Epoch 11: loss did not improve from 0.10766 177/400 [============>.................] - ETA: 2:08 - loss: 0.2259 - dice_coefficient: 0.8478 Epoch 11: loss did not improve from 0.10766 178/400 [============>.................] - ETA: 2:07 - loss: 0.2255 - dice_coefficient: 0.8482 Epoch 11: loss did not improve from 0.10766 179/400 [============>.................] - ETA: 2:07 - loss: 0.2254 - dice_coefficient: 0.8482 Epoch 11: loss did not improve from 0.10766 180/400 [============>.................] - ETA: 2:06 - loss: 0.2247 - dice_coefficient: 0.8487 Epoch 11: loss did not improve from 0.10766 181/400 [============>.................] - ETA: 2:05 - loss: 0.2239 - dice_coefficient: 0.8493 Epoch 11: loss did not improve from 0.10766 182/400 [============>.................] - ETA: 2:05 - loss: 0.2232 - dice_coefficient: 0.8498 Epoch 11: loss did not improve from 0.10766 183/400 [============>.................] - ETA: 2:04 - loss: 0.2236 - dice_coefficient: 0.8495 Epoch 11: loss did not improve from 0.10766 184/400 [============>.................] - ETA: 2:04 - loss: 0.2229 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 185/400 [============>.................] - ETA: 2:03 - loss: 0.2229 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 186/400 [============>.................] - ETA: 2:03 - loss: 0.2227 - dice_coefficient: 0.8503 Epoch 11: loss did not improve from 0.10766 187/400 [=============>................] - ETA: 2:02 - loss: 0.2225 - dice_coefficient: 0.8507 Epoch 11: loss did not improve from 0.10766 188/400 [=============>................] - ETA: 2:01 - loss: 0.2216 - dice_coefficient: 0.8513 Epoch 11: loss did not improve from 0.10766 189/400 [=============>................] - ETA: 2:01 - loss: 0.2214 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 190/400 [=============>................] - ETA: 2:00 - loss: 0.2211 - dice_coefficient: 0.8517 Epoch 11: loss did not improve from 0.10766 191/400 [=============>................] - ETA: 2:00 - loss: 0.2209 - dice_coefficient: 0.8519 Epoch 11: loss did not improve from 0.10766 192/400 [=============>................] - ETA: 1:59 - loss: 0.2206 - dice_coefficient: 0.8520 Epoch 11: loss did not improve from 0.10766 193/400 [=============>................] - ETA: 1:59 - loss: 0.2199 - dice_coefficient: 0.8525 Epoch 11: loss did not improve from 0.10766 194/400 [=============>................] - ETA: 1:58 - loss: 0.2200 - dice_coefficient: 0.8526 Epoch 11: loss did not improve from 0.10766 195/400 [=============>................] - ETA: 1:57 - loss: 0.2228 - dice_coefficient: 0.8506 Epoch 11: loss did not improve from 0.10766 196/400 [=============>................] - ETA: 1:57 - loss: 0.2224 - dice_coefficient: 0.8509 Epoch 11: loss did not improve from 0.10766 197/400 [=============>................] - ETA: 1:56 - loss: 0.2218 - dice_coefficient: 0.8512 Epoch 11: loss did not improve from 0.10766 198/400 [=============>................] - ETA: 1:56 - loss: 0.2214 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 199/400 [=============>................] - ETA: 1:55 - loss: 0.2231 - dice_coefficient: 0.8503 Epoch 11: loss did not improve from 0.10766 200/400 [==============>...............] - ETA: 1:54 - loss: 0.3033 - dice_coefficient: 0.8460 Epoch 11: loss did not improve from 0.10766 201/400 [==============>...............] - ETA: 1:54 - loss: 0.3030 - dice_coefficient: 0.8458 Epoch 11: loss did not improve from 0.10766 202/400 [==============>...............] - ETA: 1:53 - loss: 0.3027 - dice_coefficient: 0.8458 Epoch 11: loss did not improve from 0.10766 203/400 [==============>...............] - ETA: 1:53 - loss: 0.3023 - dice_coefficient: 0.8461 Epoch 11: loss did not improve from 0.10766 204/400 [==============>...............] - ETA: 1:52 - loss: 0.3017 - dice_coefficient: 0.8463 Epoch 11: loss did not improve from 0.10766 205/400 [==============>...............] - ETA: 1:52 - loss: 0.3009 - dice_coefficient: 0.8467 Epoch 11: loss did not improve from 0.10766 206/400 [==============>...............] - ETA: 1:51 - loss: 0.2999 - dice_coefficient: 0.8473 Epoch 11: loss did not improve from 0.10766 207/400 [==============>...............] - ETA: 1:50 - loss: 0.2988 - dice_coefficient: 0.8477 Epoch 11: loss did not improve from 0.10766 208/400 [==============>...............] - ETA: 1:50 - loss: 0.2979 - dice_coefficient: 0.8482 Epoch 11: loss did not improve from 0.10766 209/400 [==============>...............] - ETA: 1:49 - loss: 0.2971 - dice_coefficient: 0.8485 Epoch 11: loss did not improve from 0.10766 210/400 [==============>...............] - ETA: 1:49 - loss: 0.2971 - dice_coefficient: 0.8486 Epoch 11: loss did not improve from 0.10766 211/400 [==============>...............] - ETA: 1:48 - loss: 0.2962 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 212/400 [==============>...............] - ETA: 1:48 - loss: 0.2957 - dice_coefficient: 0.8492 Epoch 11: loss did not improve from 0.10766 213/400 [==============>...............] - ETA: 1:47 - loss: 0.2950 - dice_coefficient: 0.8493 Epoch 11: loss did not improve from 0.10766 214/400 [===============>..............] - ETA: 1:46 - loss: 0.2957 - dice_coefficient: 0.8493 Epoch 11: loss did not improve from 0.10766 215/400 [===============>..............] - ETA: 1:46 - loss: 0.2959 - dice_coefficient: 0.8488 Epoch 11: loss did not improve from 0.10766 216/400 [===============>..............] - ETA: 1:45 - loss: 0.2950 - dice_coefficient: 0.8491 Epoch 11: loss did not improve from 0.10766 217/400 [===============>..............] - ETA: 1:45 - loss: 0.2944 - dice_coefficient: 0.8493 Epoch 11: loss did not improve from 0.10766 218/400 [===============>..............] - ETA: 1:44 - loss: 0.2940 - dice_coefficient: 0.8493 Epoch 11: loss did not improve from 0.10766 219/400 [===============>..............] - ETA: 1:43 - loss: 0.2933 - dice_coefficient: 0.8495 Epoch 11: loss did not improve from 0.10766 220/400 [===============>..............] - ETA: 1:43 - loss: 0.2930 - dice_coefficient: 0.8494 Epoch 11: loss did not improve from 0.10766 221/400 [===============>..............] - ETA: 1:42 - loss: 0.2925 - dice_coefficient: 0.8498 Epoch 11: loss did not improve from 0.10766 222/400 [===============>..............] - ETA: 1:42 - loss: 0.2921 - dice_coefficient: 0.8498 Epoch 11: loss did not improve from 0.10766 223/400 [===============>..............] - ETA: 1:41 - loss: 0.2914 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 224/400 [===============>..............] - ETA: 1:41 - loss: 0.2910 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 225/400 [===============>..............] - ETA: 1:40 - loss: 0.2911 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 226/400 [===============>..............] - ETA: 1:39 - loss: 0.2903 - dice_coefficient: 0.8502 Epoch 11: loss did not improve from 0.10766 227/400 [================>.............] - ETA: 1:39 - loss: 0.2898 - dice_coefficient: 0.8503 Epoch 11: loss did not improve from 0.10766 228/400 [================>.............] - ETA: 1:38 - loss: 0.2889 - dice_coefficient: 0.8508 Epoch 11: loss did not improve from 0.10766 229/400 [================>.............] - ETA: 1:38 - loss: 0.2887 - dice_coefficient: 0.8506 Epoch 11: loss did not improve from 0.10766 230/400 [================>.............] - ETA: 1:37 - loss: 0.2881 - dice_coefficient: 0.8508 Epoch 11: loss did not improve from 0.10766 231/400 [================>.............] - ETA: 1:37 - loss: 0.2875 - dice_coefficient: 0.8509 Epoch 11: loss did not improve from 0.10766 232/400 [================>.............] - ETA: 1:36 - loss: 0.2869 - dice_coefficient: 0.8511 Epoch 11: loss did not improve from 0.10766 233/400 [================>.............] - ETA: 1:35 - loss: 0.2894 - dice_coefficient: 0.8495 Epoch 11: loss did not improve from 0.10766 234/400 [================>.............] - ETA: 1:35 - loss: 0.2890 - dice_coefficient: 0.8498 Epoch 11: loss did not improve from 0.10766 235/400 [================>.............] - ETA: 1:34 - loss: 0.2888 - dice_coefficient: 0.8497 Epoch 11: loss did not improve from 0.10766 236/400 [================>.............] - ETA: 1:34 - loss: 0.2885 - dice_coefficient: 0.8498 Epoch 11: loss did not improve from 0.10766 237/400 [================>.............] - ETA: 1:33 - loss: 0.2887 - dice_coefficient: 0.8493 Epoch 11: loss did not improve from 0.10766 238/400 [================>.............] - ETA: 1:33 - loss: 0.2883 - dice_coefficient: 0.8495 Epoch 11: loss did not improve from 0.10766 239/400 [================>.............] - ETA: 1:32 - loss: 0.2877 - dice_coefficient: 0.8497 Epoch 11: loss did not improve from 0.10766 240/400 [=================>............] - ETA: 1:31 - loss: 0.2869 - dice_coefficient: 0.8500 Epoch 11: loss did not improve from 0.10766 241/400 [=================>............] - ETA: 1:31 - loss: 0.2869 - dice_coefficient: 0.8496 Epoch 11: loss did not improve from 0.10766 242/400 [=================>............] - ETA: 1:30 - loss: 0.2869 - dice_coefficient: 0.8493 Epoch 11: loss did not improve from 0.10766 243/400 [=================>............] - ETA: 1:30 - loss: 0.2864 - dice_coefficient: 0.8496 Epoch 11: loss did not improve from 0.10766 244/400 [=================>............] - ETA: 1:29 - loss: 0.2858 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 245/400 [=================>............] - ETA: 1:29 - loss: 0.2852 - dice_coefficient: 0.8501 Epoch 11: loss did not improve from 0.10766 246/400 [=================>............] - ETA: 1:28 - loss: 0.2848 - dice_coefficient: 0.8503 Epoch 11: loss did not improve from 0.10766 247/400 [=================>............] - ETA: 1:27 - loss: 0.2840 - dice_coefficient: 0.8507 Epoch 11: loss did not improve from 0.10766 248/400 [=================>............] - ETA: 1:27 - loss: 0.2837 - dice_coefficient: 0.8507 Epoch 11: loss did not improve from 0.10766 249/400 [=================>............] - ETA: 1:26 - loss: 0.2834 - dice_coefficient: 0.8505 Epoch 11: loss did not improve from 0.10766 250/400 [=================>............] - ETA: 1:26 - loss: 0.2830 - dice_coefficient: 0.8507 Epoch 11: loss did not improve from 0.10766 251/400 [=================>............] - ETA: 1:25 - loss: 0.2825 - dice_coefficient: 0.8510 Epoch 11: loss did not improve from 0.10766 252/400 [=================>............] - ETA: 1:25 - loss: 0.2819 - dice_coefficient: 0.8513 Epoch 11: loss did not improve from 0.10766 253/400 [=================>............] - ETA: 1:24 - loss: 0.2812 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 254/400 [==================>...........] - ETA: 1:23 - loss: 0.2807 - dice_coefficient: 0.8518 Epoch 11: loss did not improve from 0.10766 255/400 [==================>...........] - ETA: 1:23 - loss: 0.2806 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 256/400 [==================>...........] - ETA: 1:22 - loss: 0.2806 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 257/400 [==================>...........] - ETA: 1:22 - loss: 0.2800 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 258/400 [==================>...........] - ETA: 1:21 - loss: 0.2794 - dice_coefficient: 0.8519 Epoch 11: loss did not improve from 0.10766 259/400 [==================>...........] - ETA: 1:20 - loss: 0.2790 - dice_coefficient: 0.8521 Epoch 11: loss did not improve from 0.10766 260/400 [==================>...........] - ETA: 1:20 - loss: 0.2788 - dice_coefficient: 0.8520 Epoch 11: loss did not improve from 0.10766 261/400 [==================>...........] - ETA: 1:19 - loss: 0.2789 - dice_coefficient: 0.8518 Epoch 11: loss did not improve from 0.10766 262/400 [==================>...........] - ETA: 1:19 - loss: 0.2781 - dice_coefficient: 0.8521 Epoch 11: loss did not improve from 0.10766 263/400 [==================>...........] - ETA: 1:18 - loss: 0.2778 - dice_coefficient: 0.8522 Epoch 11: loss did not improve from 0.10766 264/400 [==================>...........] - ETA: 1:18 - loss: 0.2774 - dice_coefficient: 0.8523 Epoch 11: loss did not improve from 0.10766 265/400 [==================>...........] - ETA: 1:17 - loss: 0.2783 - dice_coefficient: 0.8519 Epoch 11: loss did not improve from 0.10766 266/400 [==================>...........] - ETA: 1:16 - loss: 0.2777 - dice_coefficient: 0.8521 Epoch 11: loss did not improve from 0.10766 267/400 [===================>..........] - ETA: 1:16 - loss: 0.2780 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 268/400 [===================>..........] - ETA: 1:15 - loss: 0.2775 - dice_coefficient: 0.8519 Epoch 11: loss did not improve from 0.10766 269/400 [===================>..........] - ETA: 1:15 - loss: 0.2770 - dice_coefficient: 0.8520 Epoch 11: loss did not improve from 0.10766 270/400 [===================>..........] - ETA: 1:14 - loss: 0.2773 - dice_coefficient: 0.8522 Epoch 11: loss did not improve from 0.10766 271/400 [===================>..........] - ETA: 1:14 - loss: 0.2773 - dice_coefficient: 0.8519 Epoch 11: loss did not improve from 0.10766 272/400 [===================>..........] - ETA: 1:13 - loss: 0.2768 - dice_coefficient: 0.8521 Epoch 11: loss did not improve from 0.10766 273/400 [===================>..........] - ETA: 1:12 - loss: 0.2760 - dice_coefficient: 0.8525 Epoch 11: loss did not improve from 0.10766 274/400 [===================>..........] - ETA: 1:12 - loss: 0.2753 - dice_coefficient: 0.8528 Epoch 11: loss did not improve from 0.10766 275/400 [===================>..........] - ETA: 1:11 - loss: 0.2775 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 276/400 [===================>..........] - ETA: 1:11 - loss: 0.2767 - dice_coefficient: 0.8517 Epoch 11: loss did not improve from 0.10766 277/400 [===================>..........] - ETA: 1:10 - loss: 0.2773 - dice_coefficient: 0.8511 Epoch 11: loss did not improve from 0.10766 278/400 [===================>..........] - ETA: 1:10 - loss: 0.2766 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 279/400 [===================>..........] - ETA: 1:09 - loss: 0.2761 - dice_coefficient: 0.8517 Epoch 11: loss did not improve from 0.10766 280/400 [====================>.........] - ETA: 1:08 - loss: 0.2762 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 281/400 [====================>.........] - ETA: 1:08 - loss: 0.2763 - dice_coefficient: 0.8512 Epoch 11: loss did not improve from 0.10766 282/400 [====================>.........] - ETA: 1:07 - loss: 0.2768 - dice_coefficient: 0.8506 Epoch 11: loss did not improve from 0.10766 283/400 [====================>.........] - ETA: 1:07 - loss: 0.2762 - dice_coefficient: 0.8509 Epoch 11: loss did not improve from 0.10766 284/400 [====================>.........] - ETA: 1:06 - loss: 0.2759 - dice_coefficient: 0.8509 Epoch 11: loss did not improve from 0.10766 285/400 [====================>.........] - ETA: 1:06 - loss: 0.2756 - dice_coefficient: 0.8511 Epoch 11: loss did not improve from 0.10766 286/400 [====================>.........] - ETA: 1:05 - loss: 0.2750 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 287/400 [====================>.........] - ETA: 1:04 - loss: 0.2744 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 288/400 [====================>.........] - ETA: 1:04 - loss: 0.2752 - dice_coefficient: 0.8508 Epoch 11: loss did not improve from 0.10766 289/400 [====================>.........] - ETA: 1:03 - loss: 0.2747 - dice_coefficient: 0.8510 Epoch 11: loss did not improve from 0.10766 290/400 [====================>.........] - ETA: 1:03 - loss: 0.2744 - dice_coefficient: 0.8512 Epoch 11: loss did not improve from 0.10766 291/400 [====================>.........] - ETA: 1:02 - loss: 0.2739 - dice_coefficient: 0.8514 Epoch 11: loss did not improve from 0.10766 292/400 [====================>.........] - ETA: 1:02 - loss: 0.2735 - dice_coefficient: 0.8516 Epoch 11: loss did not improve from 0.10766 293/400 [====================>.........] - ETA: 1:01 - loss: 0.2751 - dice_coefficient: 0.8504 Epoch 11: loss did not improve from 0.10766 294/400 [=====================>........] - ETA: 1:00 - loss: 0.2754 - dice_coefficient: 0.8499 Epoch 11: loss did not improve from 0.10766 295/400 [=====================>........] - ETA: 1:00 - loss: 0.2771 - dice_coefficient: 0.8486 Epoch 11: loss did not improve from 0.10766 296/400 [=====================>........] - ETA: 59s - loss: 0.2767 - dice_coefficient: 0.8488 Epoch 11: loss did not improve from 0.10766 297/400 [=====================>........] - ETA: 59s - loss: 0.2773 - dice_coefficient: 0.8481 Epoch 11: loss did not improve from 0.10766 298/400 [=====================>........] - ETA: 58s - loss: 0.2769 - dice_coefficient: 0.8484 Epoch 11: loss did not improve from 0.10766 299/400 [=====================>........] - ETA: 57s - loss: 0.2766 - dice_coefficient: 0.8486 Epoch 11: loss did not improve from 0.10766 300/400 [=====================>........] - ETA: 57s - loss: 0.2784 - dice_coefficient: 0.8474 Epoch 11: loss did not improve from 0.10766 301/400 [=====================>........] - ETA: 56s - loss: 0.2783 - dice_coefficient: 0.8473 Epoch 11: loss did not improve from 0.10766 302/400 [=====================>........] - ETA: 56s - loss: 0.2777 - dice_coefficient: 0.8476 Epoch 11: loss did not improve from 0.10766 303/400 [=====================>........] - ETA: 55s - loss: 0.2786 - dice_coefficient: 0.8467 Epoch 11: loss did not improve from 0.10766 304/400 [=====================>........] - ETA: 55s - loss: 0.2782 - dice_coefficient: 0.8470 Epoch 11: loss did not improve from 0.10766 305/400 [=====================>........] - 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ETA: 49s - loss: 0.2774 - dice_coefficient: 0.8460 Epoch 11: loss did not improve from 0.10766 314/400 [======================>.......] - ETA: 49s - loss: 0.2771 - dice_coefficient: 0.8461 Epoch 11: loss did not improve from 0.10766 315/400 [======================>.......] - ETA: 48s - loss: 0.2766 - dice_coefficient: 0.8463 Epoch 11: loss did not improve from 0.10766 316/400 [======================>.......] - ETA: 48s - loss: 0.2761 - dice_coefficient: 0.8465 Epoch 11: loss did not improve from 0.10766 317/400 [======================>.......] - ETA: 47s - loss: 0.2757 - dice_coefficient: 0.8469 Epoch 11: loss did not improve from 0.10766 318/400 [======================>.......] - ETA: 47s - loss: 0.2753 - dice_coefficient: 0.8470 Epoch 11: loss did not improve from 0.10766 319/400 [======================>.......] - ETA: 46s - loss: 0.2751 - dice_coefficient: 0.8470 Epoch 11: loss did not improve from 0.10766 320/400 [=======================>......] - ETA: 45s - loss: 0.2755 - dice_coefficient: 0.8466 Epoch 11: loss did not improve from 0.10766 321/400 [=======================>......] - ETA: 45s - loss: 0.2756 - dice_coefficient: 0.8467 Epoch 11: loss did not improve from 0.10766 322/400 [=======================>......] - ETA: 44s - loss: 0.2763 - dice_coefficient: 0.8460 Epoch 11: loss did not improve from 0.10766 323/400 [=======================>......] - ETA: 44s - loss: 0.2759 - dice_coefficient: 0.8461 Epoch 11: loss did not improve from 0.10766 324/400 [=======================>......] - ETA: 43s - loss: 0.2757 - dice_coefficient: 0.8463 Epoch 11: loss did not improve from 0.10766 325/400 [=======================>......] - ETA: 43s - loss: 0.2753 - dice_coefficient: 0.8465 Epoch 11: loss did not improve from 0.10766 326/400 [=======================>......] - ETA: 42s - loss: 0.2747 - dice_coefficient: 0.8468 Epoch 11: loss did not improve from 0.10766 327/400 [=======================>......] - ETA: 41s - loss: 0.2745 - dice_coefficient: 0.8468 Epoch 11: loss did not improve from 0.10766 328/400 [=======================>......] - ETA: 41s - loss: 0.2786 - dice_coefficient: 0.8449 Epoch 11: loss did not improve from 0.10766 329/400 [=======================>......] - ETA: 40s - loss: 0.2783 - dice_coefficient: 0.8451 Epoch 11: loss did not improve from 0.10766 330/400 [=======================>......] - ETA: 40s - loss: 0.2781 - dice_coefficient: 0.8451 Epoch 11: loss did not improve from 0.10766 331/400 [=======================>......] - ETA: 39s - loss: 0.2792 - dice_coefficient: 0.8441 Epoch 11: loss did not improve from 0.10766 332/400 [=======================>......] - ETA: 39s - loss: 0.2796 - dice_coefficient: 0.8436 Epoch 11: loss did not improve from 0.10766 333/400 [=======================>......] - ETA: 38s - loss: 0.2792 - dice_coefficient: 0.8438 Epoch 11: loss did not improve from 0.10766 334/400 [========================>.....] - ETA: 37s - loss: 0.2790 - dice_coefficient: 0.8437 Epoch 11: loss did not improve from 0.10766 335/400 [========================>.....] - ETA: 37s - loss: 0.2785 - dice_coefficient: 0.8439 Epoch 11: loss did not improve from 0.10766 336/400 [========================>.....] - ETA: 36s - loss: 0.2781 - dice_coefficient: 0.8441 Epoch 11: loss did not improve from 0.10766 337/400 [========================>.....] - ETA: 36s - loss: 0.2780 - dice_coefficient: 0.8443 Epoch 11: loss did not improve from 0.10766 338/400 [========================>.....] - ETA: 35s - loss: 0.2776 - dice_coefficient: 0.8446 Epoch 11: loss did not improve from 0.10766 339/400 [========================>.....] - ETA: 35s - loss: 0.2774 - dice_coefficient: 0.8445 Epoch 11: loss did not improve from 0.10766 340/400 [========================>.....] - ETA: 34s - loss: 0.2780 - dice_coefficient: 0.8440 Epoch 11: loss did not improve from 0.10766 341/400 [========================>.....] - ETA: 33s - loss: 0.2775 - dice_coefficient: 0.8442 Epoch 11: loss did not improve from 0.10766 342/400 [========================>.....] - ETA: 33s - loss: 0.2775 - dice_coefficient: 0.8440 Epoch 11: loss did not improve from 0.10766 343/400 [========================>.....] - ETA: 32s - loss: 0.2770 - dice_coefficient: 0.8443 Epoch 11: loss did not improve from 0.10766 344/400 [========================>.....] - ETA: 32s - loss: 0.2763 - dice_coefficient: 0.8447 Epoch 11: loss did not improve from 0.10766 345/400 [========================>.....] - ETA: 31s - loss: 0.2761 - dice_coefficient: 0.8448 Epoch 11: loss did not improve from 0.10766 346/400 [========================>.....] - ETA: 30s - loss: 0.2762 - dice_coefficient: 0.8446 Epoch 11: loss did not improve from 0.10766 347/400 [=========================>....] - ETA: 30s - loss: 0.2761 - dice_coefficient: 0.8447 Epoch 11: loss did not improve from 0.10766 348/400 [=========================>....] - ETA: 29s - loss: 0.2763 - dice_coefficient: 0.8444 Epoch 11: loss did not improve from 0.10766 349/400 [=========================>....] - ETA: 29s - loss: 0.2758 - dice_coefficient: 0.8447 Epoch 11: loss did not improve from 0.10766 350/400 [=========================>....] - ETA: 28s - loss: 0.2754 - dice_coefficient: 0.8449 Epoch 11: loss did not improve from 0.10766 351/400 [=========================>....] - ETA: 28s - loss: 0.2750 - dice_coefficient: 0.8451 Epoch 11: loss did not improve from 0.10766 352/400 [=========================>....] - ETA: 27s - loss: 0.2746 - dice_coefficient: 0.8454 Epoch 11: loss did not improve from 0.10766 353/400 [=========================>....] - ETA: 26s - loss: 0.2744 - dice_coefficient: 0.8454 Epoch 11: loss did not improve from 0.10766 354/400 [=========================>....] - ETA: 26s - loss: 0.2741 - dice_coefficient: 0.8455 Epoch 11: loss did not improve from 0.10766 355/400 [=========================>....] - ETA: 25s - loss: 0.2740 - dice_coefficient: 0.8457 Epoch 11: loss did not improve from 0.10766 356/400 [=========================>....] - ETA: 25s - loss: 0.2734 - dice_coefficient: 0.8460 Epoch 11: loss did not improve from 0.10766 357/400 [=========================>....] - ETA: 24s - loss: 0.2736 - dice_coefficient: 0.8456 Epoch 11: loss did not improve from 0.10766 358/400 [=========================>....] - ETA: 24s - loss: 0.2732 - dice_coefficient: 0.8458 Epoch 11: loss did not improve from 0.10766 359/400 [=========================>....] - ETA: 23s - loss: 0.2736 - dice_coefficient: 0.8454 Epoch 11: loss did not improve from 0.10766 360/400 [==========================>...] - ETA: 22s - loss: 0.2732 - dice_coefficient: 0.8457 Epoch 11: loss did not improve from 0.10766 361/400 [==========================>...] - ETA: 22s - loss: 0.2727 - dice_coefficient: 0.8460 Epoch 11: loss did not improve from 0.10766 362/400 [==========================>...] - ETA: 21s - loss: 0.2723 - dice_coefficient: 0.8461 Epoch 11: loss did not improve from 0.10766 363/400 [==========================>...] - ETA: 21s - loss: 0.2719 - dice_coefficient: 0.8464 Epoch 11: loss did not improve from 0.10766 364/400 [==========================>...] - ETA: 20s - loss: 0.2724 - dice_coefficient: 0.8459 Epoch 11: loss did not improve from 0.10766 365/400 [==========================>...] - ETA: 20s - loss: 0.2720 - dice_coefficient: 0.8461 Epoch 11: loss did not improve from 0.10766 366/400 [==========================>...] - ETA: 19s - loss: 0.2725 - dice_coefficient: 0.8456 Epoch 11: loss did not improve from 0.10766 367/400 [==========================>...] - ETA: 18s - loss: 0.2724 - dice_coefficient: 0.8457 Epoch 11: loss did not improve from 0.10766 368/400 [==========================>...] - ETA: 18s - loss: 0.2723 - dice_coefficient: 0.8457 Epoch 11: loss did not improve from 0.10766 369/400 [==========================>...] - ETA: 17s - loss: 0.2722 - dice_coefficient: 0.8456 Epoch 11: loss did not improve from 0.10766 370/400 [==========================>...] - ETA: 17s - loss: 0.2720 - dice_coefficient: 0.8456 Epoch 11: loss did not improve from 0.10766 371/400 [==========================>...] - ETA: 16s - loss: 0.2720 - dice_coefficient: 0.8456 Epoch 11: loss did not improve from 0.10766 372/400 [==========================>...] - ETA: 16s - loss: 0.2715 - dice_coefficient: 0.8459 Epoch 11: loss did not improve from 0.10766 373/400 [==========================>...] - ETA: 15s - loss: 0.2714 - dice_coefficient: 0.8458 Epoch 11: loss did not improve from 0.10766 374/400 [===========================>..] - ETA: 14s - loss: 0.2710 - dice_coefficient: 0.8461 Epoch 11: loss did not improve from 0.10766 375/400 [===========================>..] - ETA: 14s - loss: 0.2706 - dice_coefficient: 0.8462 Epoch 11: loss did not improve from 0.10766 376/400 [===========================>..] - ETA: 13s - loss: 0.2702 - dice_coefficient: 0.8464 Epoch 11: loss did not improve from 0.10766 377/400 [===========================>..] - ETA: 13s - loss: 0.2701 - dice_coefficient: 0.8463 Epoch 11: loss did not improve from 0.10766 378/400 [===========================>..] - ETA: 12s - loss: 0.2698 - dice_coefficient: 0.8465 Epoch 11: loss did not improve from 0.10766 379/400 [===========================>..] - ETA: 12s - loss: 0.2699 - dice_coefficient: 0.8463 Epoch 11: loss did not improve from 0.10766 380/400 [===========================>..] - ETA: 11s - loss: 0.2700 - dice_coefficient: 0.8461 Epoch 11: loss did not improve from 0.10766 381/400 [===========================>..] - ETA: 10s - loss: 0.2694 - dice_coefficient: 0.8464 Epoch 11: loss did not improve from 0.10766 382/400 [===========================>..] - ETA: 10s - loss: 0.2690 - dice_coefficient: 0.8466 Epoch 11: loss did not improve from 0.10766 383/400 [===========================>..] - ETA: 9s - loss: 0.2688 - dice_coefficient: 0.8466 Epoch 11: loss did not improve from 0.10766 384/400 [===========================>..] - ETA: 9s - loss: 0.2684 - dice_coefficient: 0.8469 Epoch 11: loss did not improve from 0.10766 385/400 [===========================>..] - ETA: 8s - loss: 0.2682 - dice_coefficient: 0.8470 Epoch 11: loss did not improve from 0.10766 386/400 [===========================>..] - ETA: 8s - loss: 0.2683 - dice_coefficient: 0.8467 Epoch 11: loss did not improve from 0.10766 387/400 [============================>.] - ETA: 7s - loss: 0.2685 - dice_coefficient: 0.8466 Epoch 11: loss did not improve from 0.10766 388/400 [============================>.] - ETA: 6s - loss: 0.2684 - dice_coefficient: 0.8465 Epoch 11: loss did not improve from 0.10766 389/400 [============================>.] - ETA: 6s - loss: 0.2682 - dice_coefficient: 0.8466 Epoch 11: loss did not improve from 0.10766 390/400 [============================>.] - ETA: 5s - loss: 0.2679 - dice_coefficient: 0.8467 Epoch 11: loss did not improve from 0.10766 391/400 [============================>.] - ETA: 5s - loss: 0.2675 - dice_coefficient: 0.8469 Epoch 11: loss did not improve from 0.10766 392/400 [============================>.] - ETA: 4s - loss: 0.2671 - dice_coefficient: 0.8472 Epoch 11: loss did not improve from 0.10766 393/400 [============================>.] - ETA: 4s - loss: 0.2667 - dice_coefficient: 0.8474 Epoch 11: loss did not improve from 0.10766 394/400 [============================>.] - ETA: 3s - loss: 0.2663 - dice_coefficient: 0.8475 Epoch 11: loss did not improve from 0.10766 395/400 [============================>.] - ETA: 2s - loss: 0.2663 - dice_coefficient: 0.8475 Epoch 11: loss did not improve from 0.10766 396/400 [============================>.] - ETA: 2s - loss: 0.2659 - dice_coefficient: 0.8478 Epoch 11: loss did not improve from 0.10766 397/400 [============================>.] - ETA: 1s - loss: 0.2658 - dice_coefficient: 0.8477 Epoch 11: loss did not improve from 0.10766 398/400 [============================>.] - ETA: 1s - loss: 0.2658 - dice_coefficient: 0.8475 Epoch 11: loss did not improve from 0.10766 399/400 [============================>.] - ETA: 0s - loss: 0.2653 - dice_coefficient: 0.8478 Epoch 11: loss did not improve from 0.10766 400/400 [==============================] - 231s 576ms/step - loss: 0.2650 - dice_coefficient: 0.8480 - val_loss: 0.7020 - val_dice_coefficient: 0.6281 - lr: 1.0000e-04 Epoch 12/30 Epoch 12: loss did not improve from 0.10766 1/400 [..............................] - ETA: 3:43 - loss: 0.2587 - dice_coefficient: 0.8711 Epoch 12: loss did not improve from 0.10766 2/400 [..............................] - ETA: 3:48 - loss: 0.2098 - dice_coefficient: 0.8675 Epoch 12: loss did not improve from 0.10766 3/400 [..............................] - ETA: 3:49 - loss: 0.2129 - dice_coefficient: 0.8565 Epoch 12: loss did not improve from 0.10766 4/400 [..............................] - ETA: 3:48 - loss: 0.2230 - dice_coefficient: 0.8422 Epoch 12: loss did not improve from 0.10766 5/400 [..............................] - ETA: 3:47 - loss: 0.2238 - dice_coefficient: 0.8385 Epoch 12: loss did not improve from 0.10766 6/400 [..............................] - ETA: 3:45 - loss: 0.2340 - dice_coefficient: 0.8336 Epoch 12: loss did not improve from 0.10766 7/400 [..............................] - ETA: 3:45 - loss: 0.2496 - dice_coefficient: 0.8193 Epoch 12: loss did not improve from 0.10766 8/400 [..............................] - ETA: 3:45 - loss: 0.2347 - dice_coefficient: 0.8302 Epoch 12: loss did not improve from 0.10766 9/400 [..............................] - ETA: 3:44 - loss: 0.2199 - dice_coefficient: 0.8405 Epoch 12: loss did not improve from 0.10766 10/400 [..............................] - ETA: 3:43 - loss: 0.2412 - dice_coefficient: 0.8256 Epoch 12: loss did not improve from 0.10766 11/400 [..............................] - ETA: 3:43 - loss: 0.2341 - dice_coefficient: 0.8326 Epoch 12: loss did not improve from 0.10766 12/400 [..............................] - ETA: 3:42 - loss: 0.2278 - dice_coefficient: 0.8384 Epoch 12: loss did not improve from 0.10766 13/400 [..............................] - ETA: 3:41 - loss: 0.2200 - dice_coefficient: 0.8454 Epoch 12: loss did not improve from 0.10766 14/400 [>.............................] - ETA: 3:41 - loss: 0.2573 - dice_coefficient: 0.8203 Epoch 12: loss did not improve from 0.10766 15/400 [>.............................] - ETA: 3:40 - loss: 0.2505 - dice_coefficient: 0.8243 Epoch 12: loss did not improve from 0.10766 16/400 [>.............................] - ETA: 3:40 - loss: 0.2563 - dice_coefficient: 0.8182 Epoch 12: loss did not improve from 0.10766 17/400 [>.............................] - ETA: 3:39 - loss: 0.2486 - dice_coefficient: 0.8238 Epoch 12: loss did not improve from 0.10766 18/400 [>.............................] - ETA: 3:39 - loss: 0.2454 - dice_coefficient: 0.8281 Epoch 12: loss did not improve from 0.10766 19/400 [>.............................] - ETA: 3:38 - loss: 0.2395 - dice_coefficient: 0.8329 Epoch 12: loss did not improve from 0.10766 20/400 [>.............................] - ETA: 3:38 - loss: 0.2314 - dice_coefficient: 0.8380 Epoch 12: loss did not improve from 0.10766 21/400 [>.............................] - ETA: 3:37 - loss: 0.2354 - dice_coefficient: 0.8342 Epoch 12: loss did not improve from 0.10766 22/400 [>.............................] - ETA: 3:37 - loss: 0.2293 - dice_coefficient: 0.8397 Epoch 12: loss did not improve from 0.10766 23/400 [>.............................] - ETA: 3:36 - loss: 0.2498 - dice_coefficient: 0.8253 Epoch 12: loss did not improve from 0.10766 24/400 [>.............................] - ETA: 3:36 - loss: 0.2445 - dice_coefficient: 0.8298 Epoch 12: loss did not improve from 0.10766 25/400 [>.............................] - ETA: 3:35 - loss: 0.2439 - dice_coefficient: 0.8305 Epoch 12: loss did not improve from 0.10766 26/400 [>.............................] - ETA: 3:34 - loss: 0.2476 - dice_coefficient: 0.8270 Epoch 12: loss did not improve from 0.10766 27/400 [=>............................] - ETA: 3:34 - loss: 0.2434 - dice_coefficient: 0.8316 Epoch 12: loss did not improve from 0.10766 28/400 [=>............................] - ETA: 3:33 - loss: 0.2424 - dice_coefficient: 0.8333 Epoch 12: loss did not improve from 0.10766 29/400 [=>............................] - ETA: 3:33 - loss: 0.2408 - dice_coefficient: 0.8366 Epoch 12: loss did not improve from 0.10766 30/400 [=>............................] - ETA: 3:32 - loss: 0.2426 - dice_coefficient: 0.8343 Epoch 12: loss did not improve from 0.10766 31/400 [=>............................] - ETA: 3:32 - loss: 0.2401 - dice_coefficient: 0.8360 Epoch 12: loss did not improve from 0.10766 32/400 [=>............................] - ETA: 3:31 - loss: 0.2356 - dice_coefficient: 0.8388 Epoch 12: loss did not improve from 0.10766 33/400 [=>............................] - ETA: 3:31 - loss: 0.2326 - dice_coefficient: 0.8406 Epoch 12: loss did not improve from 0.10766 34/400 [=>............................] - ETA: 3:30 - loss: 0.2287 - dice_coefficient: 0.8439 Epoch 12: loss did not improve from 0.10766 35/400 [=>............................] - ETA: 3:29 - loss: 0.2285 - dice_coefficient: 0.8462 Epoch 12: loss did not improve from 0.10766 36/400 [=>............................] - ETA: 3:29 - loss: 0.2288 - dice_coefficient: 0.8461 Epoch 12: loss did not improve from 0.10766 37/400 [=>............................] - ETA: 3:28 - loss: 0.2262 - dice_coefficient: 0.8480 Epoch 12: loss did not improve from 0.10766 38/400 [=>............................] - ETA: 3:27 - loss: 0.2230 - dice_coefficient: 0.8506 Epoch 12: loss did not improve from 0.10766 39/400 [=>............................] - ETA: 3:27 - loss: 0.2200 - dice_coefficient: 0.8533 Epoch 12: loss did not improve from 0.10766 40/400 [==>...........................] - ETA: 3:26 - loss: 0.2190 - dice_coefficient: 0.8533 Epoch 12: loss did not improve from 0.10766 41/400 [==>...........................] - ETA: 3:26 - loss: 0.2163 - dice_coefficient: 0.8550 Epoch 12: loss did not improve from 0.10766 42/400 [==>...........................] - ETA: 3:25 - loss: 0.2155 - dice_coefficient: 0.8559 Epoch 12: loss did not improve from 0.10766 43/400 [==>...........................] - ETA: 3:24 - loss: 0.2124 - dice_coefficient: 0.8581 Epoch 12: loss did not improve from 0.10766 44/400 [==>...........................] - ETA: 3:24 - loss: 0.2108 - dice_coefficient: 0.8594 Epoch 12: loss did not improve from 0.10766 45/400 [==>...........................] - ETA: 3:23 - loss: 0.2100 - dice_coefficient: 0.8594 Epoch 12: loss did not improve from 0.10766 46/400 [==>...........................] - ETA: 3:23 - loss: 0.2079 - dice_coefficient: 0.8612 Epoch 12: loss did not improve from 0.10766 47/400 [==>...........................] - ETA: 3:22 - loss: 0.2069 - dice_coefficient: 0.8630 Epoch 12: loss did not improve from 0.10766 48/400 [==>...........................] - ETA: 3:22 - loss: 0.2155 - dice_coefficient: 0.8567 Epoch 12: loss did not improve from 0.10766 49/400 [==>...........................] - ETA: 3:21 - loss: 0.2271 - dice_coefficient: 0.8488 Epoch 12: loss did not improve from 0.10766 50/400 [==>...........................] - ETA: 3:20 - loss: 0.2278 - dice_coefficient: 0.8483 Epoch 12: loss did not improve from 0.10766 51/400 [==>...........................] - ETA: 3:20 - loss: 0.2250 - dice_coefficient: 0.8503 Epoch 12: loss did not improve from 0.10766 52/400 [==>...........................] - ETA: 3:19 - loss: 0.2222 - dice_coefficient: 0.8523 Epoch 12: loss did not improve from 0.10766 53/400 [==>...........................] - ETA: 3:19 - loss: 0.2204 - dice_coefficient: 0.8533 Epoch 12: loss did not improve from 0.10766 54/400 [===>..........................] - ETA: 3:18 - loss: 0.2179 - dice_coefficient: 0.8547 Epoch 12: loss did not improve from 0.10766 55/400 [===>..........................] - ETA: 3:17 - loss: 0.2153 - dice_coefficient: 0.8565 Epoch 12: loss did not improve from 0.10766 56/400 [===>..........................] - ETA: 3:17 - loss: 0.2144 - dice_coefficient: 0.8570 Epoch 12: loss did not improve from 0.10766 57/400 [===>..........................] - ETA: 3:16 - loss: 0.2171 - dice_coefficient: 0.8556 Epoch 12: loss did not improve from 0.10766 58/400 [===>..........................] - ETA: 3:16 - loss: 0.2152 - dice_coefficient: 0.8569 Epoch 12: loss did not improve from 0.10766 59/400 [===>..........................] - ETA: 3:15 - loss: 0.2319 - dice_coefficient: 0.8479 Epoch 12: loss did not improve from 0.10766 60/400 [===>..........................] - ETA: 3:15 - loss: 0.2301 - dice_coefficient: 0.8488 Epoch 12: loss did not improve from 0.10766 61/400 [===>..........................] - ETA: 3:14 - loss: 0.2285 - dice_coefficient: 0.8501 Epoch 12: loss did not improve from 0.10766 62/400 [===>..........................] - ETA: 3:13 - loss: 0.2266 - dice_coefficient: 0.8516 Epoch 12: loss did not improve from 0.10766 63/400 [===>..........................] - ETA: 3:13 - loss: 0.2251 - dice_coefficient: 0.8526 Epoch 12: loss did not improve from 0.10766 64/400 [===>..........................] - ETA: 3:12 - loss: 0.2236 - dice_coefficient: 0.8537 Epoch 12: loss did not improve from 0.10766 65/400 [===>..........................] - ETA: 3:12 - loss: 0.2233 - dice_coefficient: 0.8545 Epoch 12: loss did not improve from 0.10766 66/400 [===>..........................] - ETA: 3:11 - loss: 0.2222 - dice_coefficient: 0.8558 Epoch 12: loss did not improve from 0.10766 67/400 [====>.........................] - ETA: 3:11 - loss: 0.2210 - dice_coefficient: 0.8566 Epoch 12: loss did not improve from 0.10766 68/400 [====>.........................] - ETA: 3:10 - loss: 0.2198 - dice_coefficient: 0.8572 Epoch 12: loss did not improve from 0.10766 69/400 [====>.........................] - ETA: 3:09 - loss: 0.2184 - dice_coefficient: 0.8580 Epoch 12: loss did not improve from 0.10766 70/400 [====>.........................] - ETA: 3:09 - loss: 0.2183 - dice_coefficient: 0.8583 Epoch 12: loss did not improve from 0.10766 71/400 [====>.........................] - ETA: 3:08 - loss: 0.2170 - dice_coefficient: 0.8594 Epoch 12: loss did not improve from 0.10766 72/400 [====>.........................] - ETA: 3:08 - loss: 0.2164 - dice_coefficient: 0.8598 Epoch 12: loss did not improve from 0.10766 73/400 [====>.........................] - ETA: 3:07 - loss: 0.2154 - dice_coefficient: 0.8606 Epoch 12: loss did not improve from 0.10766 74/400 [====>.........................] - ETA: 3:07 - loss: 0.2167 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 75/400 [====>.........................] - ETA: 3:06 - loss: 0.2152 - dice_coefficient: 0.8616 Epoch 12: loss did not improve from 0.10766 76/400 [====>.........................] - ETA: 3:05 - loss: 0.2161 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 77/400 [====>.........................] - ETA: 3:05 - loss: 0.2147 - dice_coefficient: 0.8614 Epoch 12: loss did not improve from 0.10766 78/400 [====>.........................] - ETA: 3:04 - loss: 0.2156 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 79/400 [====>.........................] - ETA: 3:04 - loss: 0.2144 - dice_coefficient: 0.8612 Epoch 12: loss did not improve from 0.10766 80/400 [=====>........................] - ETA: 3:03 - loss: 0.2131 - dice_coefficient: 0.8622 Epoch 12: loss did not improve from 0.10766 81/400 [=====>........................] - ETA: 3:03 - loss: 0.2152 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 82/400 [=====>........................] - ETA: 3:02 - loss: 0.2167 - dice_coefficient: 0.8589 Epoch 12: loss did not improve from 0.10766 83/400 [=====>........................] - ETA: 3:02 - loss: 0.2154 - dice_coefficient: 0.8595 Epoch 12: loss did not improve from 0.10766 84/400 [=====>........................] - ETA: 3:01 - loss: 0.2150 - dice_coefficient: 0.8601 Epoch 12: loss did not improve from 0.10766 85/400 [=====>........................] - ETA: 3:01 - loss: 0.2152 - dice_coefficient: 0.8599 Epoch 12: loss did not improve from 0.10766 86/400 [=====>........................] - ETA: 3:00 - loss: 0.2216 - dice_coefficient: 0.8557 Epoch 12: loss did not improve from 0.10766 87/400 [=====>........................] - ETA: 2:59 - loss: 0.2211 - dice_coefficient: 0.8560 Epoch 12: loss did not improve from 0.10766 88/400 [=====>........................] - ETA: 2:59 - loss: 0.2221 - dice_coefficient: 0.8551 Epoch 12: loss did not improve from 0.10766 89/400 [=====>........................] - ETA: 2:58 - loss: 0.2212 - dice_coefficient: 0.8555 Epoch 12: loss did not improve from 0.10766 90/400 [=====>........................] - ETA: 2:58 - loss: 0.2214 - dice_coefficient: 0.8557 Epoch 12: loss did not improve from 0.10766 91/400 [=====>........................] - ETA: 2:57 - loss: 0.2204 - dice_coefficient: 0.8567 Epoch 12: loss did not improve from 0.10766 92/400 [=====>........................] - ETA: 2:57 - loss: 0.2191 - dice_coefficient: 0.8575 Epoch 12: loss did not improve from 0.10766 93/400 [=====>........................] - ETA: 2:56 - loss: 0.2174 - dice_coefficient: 0.8585 Epoch 12: loss did not improve from 0.10766 94/400 [======>.......................] - ETA: 2:55 - loss: 0.2196 - dice_coefficient: 0.8566 Epoch 12: loss did not improve from 0.10766 95/400 [======>.......................] - ETA: 2:55 - loss: 0.2186 - dice_coefficient: 0.8574 Epoch 12: loss did not improve from 0.10766 96/400 [======>.......................] - ETA: 2:54 - loss: 0.2187 - dice_coefficient: 0.8571 Epoch 12: loss did not improve from 0.10766 97/400 [======>.......................] - ETA: 2:54 - loss: 0.2174 - dice_coefficient: 0.8579 Epoch 12: loss did not improve from 0.10766 98/400 [======>.......................] - ETA: 2:53 - loss: 0.2167 - dice_coefficient: 0.8581 Epoch 12: loss did not improve from 0.10766 99/400 [======>.......................] - ETA: 2:53 - loss: 0.2181 - dice_coefficient: 0.8572 Epoch 12: loss did not improve from 0.10766 100/400 [======>.......................] - ETA: 2:52 - loss: 0.2171 - dice_coefficient: 0.8578 Epoch 12: loss did not improve from 0.10766 101/400 [======>.......................] - ETA: 2:51 - loss: 0.2183 - dice_coefficient: 0.8566 Epoch 12: loss did not improve from 0.10766 102/400 [======>.......................] - ETA: 2:51 - loss: 0.2178 - dice_coefficient: 0.8571 Epoch 12: loss did not improve from 0.10766 103/400 [======>.......................] - ETA: 2:50 - loss: 0.2180 - dice_coefficient: 0.8566 Epoch 12: loss did not improve from 0.10766 104/400 [======>.......................] - ETA: 2:50 - loss: 0.2200 - dice_coefficient: 0.8549 Epoch 12: loss did not improve from 0.10766 105/400 [======>.......................] - ETA: 2:49 - loss: 0.2194 - dice_coefficient: 0.8552 Epoch 12: loss did not improve from 0.10766 106/400 [======>.......................] - ETA: 2:48 - loss: 0.2181 - dice_coefficient: 0.8560 Epoch 12: loss did not improve from 0.10766 107/400 [=======>......................] - ETA: 2:48 - loss: 0.2174 - dice_coefficient: 0.8567 Epoch 12: loss did not improve from 0.10766 108/400 [=======>......................] - ETA: 2:47 - loss: 0.2169 - dice_coefficient: 0.8570 Epoch 12: loss did not improve from 0.10766 109/400 [=======>......................] - ETA: 2:47 - loss: 0.2162 - dice_coefficient: 0.8574 Epoch 12: loss did not improve from 0.10766 110/400 [=======>......................] - ETA: 2:46 - loss: 0.2171 - dice_coefficient: 0.8572 Epoch 12: loss did not improve from 0.10766 111/400 [=======>......................] - ETA: 2:46 - loss: 0.2169 - dice_coefficient: 0.8572 Epoch 12: loss did not improve from 0.10766 112/400 [=======>......................] - ETA: 2:45 - loss: 0.2166 - dice_coefficient: 0.8574 Epoch 12: loss did not improve from 0.10766 113/400 [=======>......................] - ETA: 2:44 - loss: 0.2160 - dice_coefficient: 0.8579 Epoch 12: loss did not improve from 0.10766 114/400 [=======>......................] - ETA: 2:44 - loss: 0.2146 - dice_coefficient: 0.8589 Epoch 12: loss did not improve from 0.10766 115/400 [=======>......................] - ETA: 2:43 - loss: 0.2146 - dice_coefficient: 0.8585 Epoch 12: loss did not improve from 0.10766 116/400 [=======>......................] - ETA: 2:43 - loss: 0.2137 - dice_coefficient: 0.8591 Epoch 12: loss did not improve from 0.10766 117/400 [=======>......................] - ETA: 2:42 - loss: 0.2127 - dice_coefficient: 0.8599 Epoch 12: loss did not improve from 0.10766 118/400 [=======>......................] - ETA: 2:41 - loss: 0.2119 - dice_coefficient: 0.8604 Epoch 12: loss did not improve from 0.10766 119/400 [=======>......................] - ETA: 2:41 - loss: 0.2114 - dice_coefficient: 0.8607 Epoch 12: loss did not improve from 0.10766 120/400 [========>.....................] - ETA: 2:40 - loss: 0.2111 - dice_coefficient: 0.8606 Epoch 12: loss did not improve from 0.10766 121/400 [========>.....................] - ETA: 2:40 - loss: 0.2128 - dice_coefficient: 0.8596 Epoch 12: loss did not improve from 0.10766 122/400 [========>.....................] - ETA: 2:39 - loss: 0.2154 - dice_coefficient: 0.8575 Epoch 12: loss did not improve from 0.10766 123/400 [========>.....................] - ETA: 2:39 - loss: 0.2156 - dice_coefficient: 0.8575 Epoch 12: loss did not improve from 0.10766 124/400 [========>.....................] - ETA: 2:38 - loss: 0.2145 - dice_coefficient: 0.8581 Epoch 12: loss did not improve from 0.10766 125/400 [========>.....................] - ETA: 2:37 - loss: 0.2139 - dice_coefficient: 0.8587 Epoch 12: loss did not improve from 0.10766 126/400 [========>.....................] - ETA: 2:37 - loss: 0.2150 - dice_coefficient: 0.8577 Epoch 12: loss did not improve from 0.10766 127/400 [========>.....................] - ETA: 2:36 - loss: 0.2150 - dice_coefficient: 0.8575 Epoch 12: loss did not improve from 0.10766 128/400 [========>.....................] - ETA: 2:36 - loss: 0.2154 - dice_coefficient: 0.8570 Epoch 12: loss did not improve from 0.10766 129/400 [========>.....................] - ETA: 2:35 - loss: 0.2143 - dice_coefficient: 0.8578 Epoch 12: loss did not improve from 0.10766 130/400 [========>.....................] - ETA: 2:35 - loss: 0.2133 - dice_coefficient: 0.8585 Epoch 12: loss did not improve from 0.10766 131/400 [========>.....................] - ETA: 2:34 - loss: 0.2135 - dice_coefficient: 0.8585 Epoch 12: loss did not improve from 0.10766 132/400 [========>.....................] - ETA: 2:33 - loss: 0.2128 - dice_coefficient: 0.8590 Epoch 12: loss did not improve from 0.10766 133/400 [========>.....................] - ETA: 2:33 - loss: 0.2119 - dice_coefficient: 0.8596 Epoch 12: loss did not improve from 0.10766 134/400 [=========>....................] - ETA: 2:32 - loss: 0.2114 - dice_coefficient: 0.8600 Epoch 12: loss did not improve from 0.10766 135/400 [=========>....................] - ETA: 2:32 - loss: 0.2117 - dice_coefficient: 0.8596 Epoch 12: loss did not improve from 0.10766 136/400 [=========>....................] - ETA: 2:31 - loss: 0.2110 - dice_coefficient: 0.8600 Epoch 12: loss did not improve from 0.10766 137/400 [=========>....................] - ETA: 2:31 - loss: 0.2160 - dice_coefficient: 0.8568 Epoch 12: loss did not improve from 0.10766 138/400 [=========>....................] - ETA: 2:30 - loss: 0.2154 - dice_coefficient: 0.8573 Epoch 12: loss did not improve from 0.10766 139/400 [=========>....................] - ETA: 2:29 - loss: 0.2141 - dice_coefficient: 0.8581 Epoch 12: loss did not improve from 0.10766 140/400 [=========>....................] - ETA: 2:29 - loss: 0.2134 - dice_coefficient: 0.8586 Epoch 12: loss did not improve from 0.10766 141/400 [=========>....................] - ETA: 2:28 - loss: 0.2127 - dice_coefficient: 0.8591 Epoch 12: loss did not improve from 0.10766 142/400 [=========>....................] - ETA: 2:28 - loss: 0.2126 - dice_coefficient: 0.8596 Epoch 12: loss did not improve from 0.10766 143/400 [=========>....................] - ETA: 2:27 - loss: 0.2123 - dice_coefficient: 0.8600 Epoch 12: loss did not improve from 0.10766 144/400 [=========>....................] - ETA: 2:27 - loss: 0.2116 - dice_coefficient: 0.8604 Epoch 12: loss did not improve from 0.10766 145/400 [=========>....................] - ETA: 2:26 - loss: 0.2122 - dice_coefficient: 0.8597 Epoch 12: loss did not improve from 0.10766 146/400 [=========>....................] - ETA: 2:25 - loss: 0.2116 - dice_coefficient: 0.8600 Epoch 12: loss did not improve from 0.10766 147/400 [==========>...................] - ETA: 2:25 - loss: 0.2111 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 148/400 [==========>...................] - ETA: 2:24 - loss: 0.2104 - dice_coefficient: 0.8608 Epoch 12: loss did not improve from 0.10766 149/400 [==========>...................] - ETA: 2:24 - loss: 0.2094 - dice_coefficient: 0.8615 Epoch 12: loss did not improve from 0.10766 150/400 [==========>...................] - ETA: 2:23 - loss: 0.2091 - dice_coefficient: 0.8617 Epoch 12: loss did not improve from 0.10766 151/400 [==========>...................] - ETA: 2:22 - loss: 0.2084 - dice_coefficient: 0.8622 Epoch 12: loss did not improve from 0.10766 152/400 [==========>...................] - ETA: 2:22 - loss: 0.2080 - dice_coefficient: 0.8626 Epoch 12: loss did not improve from 0.10766 153/400 [==========>...................] - ETA: 2:21 - loss: 0.2089 - dice_coefficient: 0.8617 Epoch 12: loss did not improve from 0.10766 154/400 [==========>...................] - ETA: 2:21 - loss: 0.2078 - dice_coefficient: 0.8624 Epoch 12: loss did not improve from 0.10766 155/400 [==========>...................] - ETA: 2:20 - loss: 0.2072 - dice_coefficient: 0.8630 Epoch 12: loss did not improve from 0.10766 156/400 [==========>...................] - ETA: 2:20 - loss: 0.2062 - dice_coefficient: 0.8637 Epoch 12: loss did not improve from 0.10766 157/400 [==========>...................] - ETA: 2:19 - loss: 0.2059 - dice_coefficient: 0.8638 Epoch 12: loss did not improve from 0.10766 158/400 [==========>...................] - ETA: 2:18 - loss: 0.2053 - dice_coefficient: 0.8642 Epoch 12: loss did not improve from 0.10766 159/400 [==========>...................] - ETA: 2:18 - loss: 0.2053 - dice_coefficient: 0.8641 Epoch 12: loss did not improve from 0.10766 160/400 [===========>..................] - ETA: 2:17 - loss: 0.2054 - dice_coefficient: 0.8638 Epoch 12: loss did not improve from 0.10766 161/400 [===========>..................] - ETA: 2:17 - loss: 0.2059 - dice_coefficient: 0.8632 Epoch 12: loss did not improve from 0.10766 162/400 [===========>..................] - ETA: 2:16 - loss: 0.2055 - dice_coefficient: 0.8635 Epoch 12: loss did not improve from 0.10766 163/400 [===========>..................] - ETA: 2:16 - loss: 0.2050 - dice_coefficient: 0.8636 Epoch 12: loss did not improve from 0.10766 164/400 [===========>..................] - ETA: 2:15 - loss: 0.2061 - dice_coefficient: 0.8626 Epoch 12: loss did not improve from 0.10766 165/400 [===========>..................] - ETA: 2:14 - loss: 0.2063 - dice_coefficient: 0.8623 Epoch 12: loss did not improve from 0.10766 166/400 [===========>..................] - ETA: 2:14 - loss: 0.2059 - dice_coefficient: 0.8625 Epoch 12: loss did not improve from 0.10766 167/400 [===========>..................] - ETA: 2:13 - loss: 0.2057 - dice_coefficient: 0.8629 Epoch 12: loss did not improve from 0.10766 168/400 [===========>..................] - ETA: 2:13 - loss: 0.2051 - dice_coefficient: 0.8634 Epoch 12: loss did not improve from 0.10766 169/400 [===========>..................] - ETA: 2:12 - loss: 0.2059 - dice_coefficient: 0.8627 Epoch 12: loss did not improve from 0.10766 170/400 [===========>..................] - ETA: 2:12 - loss: 0.2056 - dice_coefficient: 0.8629 Epoch 12: loss did not improve from 0.10766 171/400 [===========>..................] - ETA: 2:11 - loss: 0.2053 - dice_coefficient: 0.8631 Epoch 12: loss did not improve from 0.10766 172/400 [===========>..................] - ETA: 2:10 - loss: 0.2047 - dice_coefficient: 0.8635 Epoch 12: loss did not improve from 0.10766 173/400 [===========>..................] - ETA: 2:10 - loss: 0.2043 - dice_coefficient: 0.8640 Epoch 12: loss did not improve from 0.10766 174/400 [============>.................] - ETA: 2:09 - loss: 0.2046 - dice_coefficient: 0.8635 Epoch 12: loss did not improve from 0.10766 175/400 [============>.................] - ETA: 2:09 - loss: 0.2039 - dice_coefficient: 0.8640 Epoch 12: loss did not improve from 0.10766 176/400 [============>.................] - ETA: 2:08 - loss: 0.2033 - dice_coefficient: 0.8644 Epoch 12: loss did not improve from 0.10766 177/400 [============>.................] - ETA: 2:08 - loss: 0.2030 - dice_coefficient: 0.8648 Epoch 12: loss did not improve from 0.10766 178/400 [============>.................] - ETA: 2:07 - loss: 0.2028 - dice_coefficient: 0.8648 Epoch 12: loss did not improve from 0.10766 179/400 [============>.................] - ETA: 2:06 - loss: 0.2038 - dice_coefficient: 0.8646 Epoch 12: loss did not improve from 0.10766 180/400 [============>.................] - ETA: 2:06 - loss: 0.2034 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 181/400 [============>.................] - ETA: 2:05 - loss: 0.2033 - dice_coefficient: 0.8653 Epoch 12: loss did not improve from 0.10766 182/400 [============>.................] - ETA: 2:05 - loss: 0.2071 - dice_coefficient: 0.8630 Epoch 12: loss did not improve from 0.10766 183/400 [============>.................] - ETA: 2:04 - loss: 0.2082 - dice_coefficient: 0.8620 Epoch 12: loss did not improve from 0.10766 184/400 [============>.................] - ETA: 2:03 - loss: 0.2078 - dice_coefficient: 0.8624 Epoch 12: loss did not improve from 0.10766 185/400 [============>.................] - ETA: 2:03 - loss: 0.2081 - dice_coefficient: 0.8621 Epoch 12: loss did not improve from 0.10766 186/400 [============>.................] - ETA: 2:02 - loss: 0.2110 - dice_coefficient: 0.8602 Epoch 12: loss did not improve from 0.10766 187/400 [=============>................] - ETA: 2:02 - loss: 0.2108 - dice_coefficient: 0.8605 Epoch 12: loss did not improve from 0.10766 188/400 [=============>................] - ETA: 2:01 - loss: 0.2110 - dice_coefficient: 0.8602 Epoch 12: loss did not improve from 0.10766 189/400 [=============>................] - ETA: 2:01 - loss: 0.2108 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 190/400 [=============>................] - ETA: 2:00 - loss: 0.2109 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 191/400 [=============>................] - ETA: 1:59 - loss: 0.2131 - dice_coefficient: 0.8586 Epoch 12: loss did not improve from 0.10766 192/400 [=============>................] - ETA: 1:59 - loss: 0.2140 - dice_coefficient: 0.8579 Epoch 12: loss did not improve from 0.10766 193/400 [=============>................] - ETA: 1:58 - loss: 0.2140 - dice_coefficient: 0.8579 Epoch 12: loss did not improve from 0.10766 194/400 [=============>................] - ETA: 1:58 - loss: 0.2136 - dice_coefficient: 0.8581 Epoch 12: loss did not improve from 0.10766 195/400 [=============>................] - ETA: 1:57 - loss: 0.2142 - dice_coefficient: 0.8574 Epoch 12: loss did not improve from 0.10766 196/400 [=============>................] - ETA: 1:57 - loss: 0.2138 - dice_coefficient: 0.8579 Epoch 12: loss did not improve from 0.10766 197/400 [=============>................] - ETA: 1:56 - loss: 0.2132 - dice_coefficient: 0.8582 Epoch 12: loss did not improve from 0.10766 198/400 [=============>................] - ETA: 1:55 - loss: 0.2130 - dice_coefficient: 0.8582 Epoch 12: loss did not improve from 0.10766 199/400 [=============>................] - ETA: 1:55 - loss: 0.2138 - dice_coefficient: 0.8574 Epoch 12: loss did not improve from 0.10766 200/400 [==============>...............] - ETA: 1:54 - loss: 0.2135 - dice_coefficient: 0.8578 Epoch 12: loss did not improve from 0.10766 201/400 [==============>...............] - ETA: 1:54 - loss: 0.2130 - dice_coefficient: 0.8583 Epoch 12: loss did not improve from 0.10766 202/400 [==============>...............] - ETA: 1:53 - loss: 0.2128 - dice_coefficient: 0.8585 Epoch 12: loss did not improve from 0.10766 203/400 [==============>...............] - ETA: 1:53 - loss: 0.2141 - dice_coefficient: 0.8574 Epoch 12: loss did not improve from 0.10766 204/400 [==============>...............] - ETA: 1:52 - loss: 0.2136 - dice_coefficient: 0.8577 Epoch 12: loss did not improve from 0.10766 205/400 [==============>...............] - ETA: 1:51 - loss: 0.2131 - dice_coefficient: 0.8581 Epoch 12: loss did not improve from 0.10766 206/400 [==============>...............] - ETA: 1:51 - loss: 0.2127 - dice_coefficient: 0.8586 Epoch 12: loss did not improve from 0.10766 207/400 [==============>...............] - ETA: 1:50 - loss: 0.2136 - dice_coefficient: 0.8585 Epoch 12: loss did not improve from 0.10766 208/400 [==============>...............] - ETA: 1:50 - loss: 0.2135 - dice_coefficient: 0.8584 Epoch 12: loss did not improve from 0.10766 209/400 [==============>...............] - ETA: 1:49 - loss: 0.2128 - dice_coefficient: 0.8589 Epoch 12: loss did not improve from 0.10766 210/400 [==============>...............] - ETA: 1:49 - loss: 0.2127 - dice_coefficient: 0.8589 Epoch 12: loss did not improve from 0.10766 211/400 [==============>...............] - ETA: 1:48 - loss: 0.2122 - dice_coefficient: 0.8592 Epoch 12: loss did not improve from 0.10766 212/400 [==============>...............] - ETA: 1:47 - loss: 0.2123 - dice_coefficient: 0.8590 Epoch 12: loss did not improve from 0.10766 213/400 [==============>...............] - ETA: 1:47 - loss: 0.2116 - dice_coefficient: 0.8594 Epoch 12: loss did not improve from 0.10766 214/400 [===============>..............] - ETA: 1:46 - loss: 0.2118 - dice_coefficient: 0.8593 Epoch 12: loss did not improve from 0.10766 215/400 [===============>..............] - ETA: 1:46 - loss: 0.2112 - dice_coefficient: 0.8597 Epoch 12: loss did not improve from 0.10766 216/400 [===============>..............] - ETA: 1:45 - loss: 0.2106 - dice_coefficient: 0.8600 Epoch 12: loss did not improve from 0.10766 217/400 [===============>..............] - ETA: 1:45 - loss: 0.2106 - dice_coefficient: 0.8600 Epoch 12: loss did not improve from 0.10766 218/400 [===============>..............] - ETA: 1:44 - loss: 0.2109 - dice_coefficient: 0.8597 Epoch 12: loss did not improve from 0.10766 219/400 [===============>..............] - ETA: 1:43 - loss: 0.2103 - dice_coefficient: 0.8600 Epoch 12: loss did not improve from 0.10766 220/400 [===============>..............] - ETA: 1:43 - loss: 0.2101 - dice_coefficient: 0.8603 Epoch 12: loss did not improve from 0.10766 221/400 [===============>..............] - ETA: 1:42 - loss: 0.2099 - dice_coefficient: 0.8604 Epoch 12: loss did not improve from 0.10766 222/400 [===============>..............] - ETA: 1:42 - loss: 0.2095 - dice_coefficient: 0.8608 Epoch 12: loss did not improve from 0.10766 223/400 [===============>..............] - ETA: 1:41 - loss: 0.2089 - dice_coefficient: 0.8611 Epoch 12: loss did not improve from 0.10766 224/400 [===============>..............] - ETA: 1:41 - loss: 0.2085 - dice_coefficient: 0.8615 Epoch 12: loss did not improve from 0.10766 225/400 [===============>..............] - ETA: 1:40 - loss: 0.2081 - dice_coefficient: 0.8617 Epoch 12: loss did not improve from 0.10766 226/400 [===============>..............] - ETA: 1:39 - loss: 0.2075 - dice_coefficient: 0.8621 Epoch 12: loss did not improve from 0.10766 227/400 [================>.............] - ETA: 1:39 - loss: 0.2075 - dice_coefficient: 0.8621 Epoch 12: loss did not improve from 0.10766 228/400 [================>.............] - ETA: 1:38 - loss: 0.2074 - dice_coefficient: 0.8621 Epoch 12: loss did not improve from 0.10766 229/400 [================>.............] - ETA: 1:38 - loss: 0.2067 - dice_coefficient: 0.8626 Epoch 12: loss did not improve from 0.10766 230/400 [================>.............] - ETA: 1:37 - loss: 0.2070 - dice_coefficient: 0.8621 Epoch 12: loss did not improve from 0.10766 231/400 [================>.............] - ETA: 1:36 - loss: 0.2065 - dice_coefficient: 0.8625 Epoch 12: loss did not improve from 0.10766 232/400 [================>.............] - ETA: 1:36 - loss: 0.2068 - dice_coefficient: 0.8624 Epoch 12: loss did not improve from 0.10766 233/400 [================>.............] - ETA: 1:35 - loss: 0.2066 - dice_coefficient: 0.8624 Epoch 12: loss did not improve from 0.10766 234/400 [================>.............] - ETA: 1:35 - loss: 0.2064 - dice_coefficient: 0.8624 Epoch 12: loss did not improve from 0.10766 235/400 [================>.............] - ETA: 1:34 - loss: 0.2057 - dice_coefficient: 0.8628 Epoch 12: loss did not improve from 0.10766 236/400 [================>.............] - ETA: 1:34 - loss: 0.2056 - dice_coefficient: 0.8630 Epoch 12: loss did not improve from 0.10766 237/400 [================>.............] - ETA: 1:33 - loss: 0.2055 - dice_coefficient: 0.8631 Epoch 12: loss did not improve from 0.10766 238/400 [================>.............] - ETA: 1:32 - loss: 0.2052 - dice_coefficient: 0.8633 Epoch 12: loss did not improve from 0.10766 239/400 [================>.............] - ETA: 1:32 - loss: 0.2054 - dice_coefficient: 0.8631 Epoch 12: loss did not improve from 0.10766 240/400 [=================>............] - ETA: 1:31 - loss: 0.2049 - dice_coefficient: 0.8634 Epoch 12: loss did not improve from 0.10766 241/400 [=================>............] - ETA: 1:31 - loss: 0.2044 - dice_coefficient: 0.8637 Epoch 12: loss did not improve from 0.10766 242/400 [=================>............] - ETA: 1:30 - loss: 0.2040 - dice_coefficient: 0.8640 Epoch 12: loss did not improve from 0.10766 243/400 [=================>............] - ETA: 1:30 - loss: 0.2041 - dice_coefficient: 0.8638 Epoch 12: loss did not improve from 0.10766 244/400 [=================>............] - ETA: 1:29 - loss: 0.2041 - dice_coefficient: 0.8638 Epoch 12: loss did not improve from 0.10766 245/400 [=================>............] - ETA: 1:28 - loss: 0.2041 - dice_coefficient: 0.8638 Epoch 12: loss did not improve from 0.10766 246/400 [=================>............] - ETA: 1:28 - loss: 0.2046 - dice_coefficient: 0.8632 Epoch 12: loss did not improve from 0.10766 247/400 [=================>............] - ETA: 1:27 - loss: 0.2041 - dice_coefficient: 0.8635 Epoch 12: loss did not improve from 0.10766 248/400 [=================>............] - ETA: 1:27 - loss: 0.2039 - dice_coefficient: 0.8635 Epoch 12: loss did not improve from 0.10766 249/400 [=================>............] - ETA: 1:26 - loss: 0.2042 - dice_coefficient: 0.8632 Epoch 12: loss did not improve from 0.10766 250/400 [=================>............] - ETA: 1:26 - loss: 0.2041 - dice_coefficient: 0.8633 Epoch 12: loss did not improve from 0.10766 251/400 [=================>............] - ETA: 1:25 - loss: 0.2059 - dice_coefficient: 0.8621 Epoch 12: loss did not improve from 0.10766 252/400 [=================>............] - ETA: 1:24 - loss: 0.2059 - dice_coefficient: 0.8620 Epoch 12: loss did not improve from 0.10766 253/400 [=================>............] - ETA: 1:24 - loss: 0.2053 - dice_coefficient: 0.8624 Epoch 12: loss did not improve from 0.10766 254/400 [==================>...........] - ETA: 1:23 - loss: 0.2049 - dice_coefficient: 0.8628 Epoch 12: loss did not improve from 0.10766 255/400 [==================>...........] - ETA: 1:23 - loss: 0.2046 - dice_coefficient: 0.8628 Epoch 12: loss did not improve from 0.10766 256/400 [==================>...........] - ETA: 1:22 - loss: 0.2042 - dice_coefficient: 0.8632 Epoch 12: loss did not improve from 0.10766 257/400 [==================>...........] - ETA: 1:22 - loss: 0.2039 - dice_coefficient: 0.8633 Epoch 12: loss did not improve from 0.10766 258/400 [==================>...........] - ETA: 1:21 - loss: 0.2035 - dice_coefficient: 0.8637 Epoch 12: loss did not improve from 0.10766 259/400 [==================>...........] - ETA: 1:20 - loss: 0.2031 - dice_coefficient: 0.8639 Epoch 12: loss did not improve from 0.10766 260/400 [==================>...........] - ETA: 1:20 - loss: 0.2029 - dice_coefficient: 0.8640 Epoch 12: loss did not improve from 0.10766 261/400 [==================>...........] - ETA: 1:19 - loss: 0.2023 - dice_coefficient: 0.8645 Epoch 12: loss did not improve from 0.10766 262/400 [==================>...........] - ETA: 1:19 - loss: 0.2023 - dice_coefficient: 0.8644 Epoch 12: loss did not improve from 0.10766 263/400 [==================>...........] - ETA: 1:18 - loss: 0.2018 - dice_coefficient: 0.8648 Epoch 12: loss did not improve from 0.10766 264/400 [==================>...........] - ETA: 1:18 - loss: 0.2017 - dice_coefficient: 0.8647 Epoch 12: loss did not improve from 0.10766 265/400 [==================>...........] - ETA: 1:17 - loss: 0.2018 - dice_coefficient: 0.8646 Epoch 12: loss did not improve from 0.10766 266/400 [==================>...........] - ETA: 1:16 - loss: 0.2013 - dice_coefficient: 0.8649 Epoch 12: loss did not improve from 0.10766 267/400 [===================>..........] - ETA: 1:16 - loss: 0.2019 - dice_coefficient: 0.8644 Epoch 12: loss did not improve from 0.10766 268/400 [===================>..........] - ETA: 1:15 - loss: 0.2014 - dice_coefficient: 0.8647 Epoch 12: loss did not improve from 0.10766 269/400 [===================>..........] - ETA: 1:15 - loss: 0.2011 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 270/400 [===================>..........] - ETA: 1:14 - loss: 0.2007 - dice_coefficient: 0.8653 Epoch 12: loss did not improve from 0.10766 271/400 [===================>..........] - ETA: 1:14 - loss: 0.2007 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 272/400 [===================>..........] - ETA: 1:13 - loss: 0.2009 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 273/400 [===================>..........] - ETA: 1:12 - loss: 0.2012 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 274/400 [===================>..........] - ETA: 1:12 - loss: 0.2009 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 275/400 [===================>..........] - ETA: 1:11 - loss: 0.2005 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 276/400 [===================>..........] - ETA: 1:11 - loss: 0.2004 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 277/400 [===================>..........] - ETA: 1:10 - loss: 0.2003 - dice_coefficient: 0.8659 Epoch 12: loss did not improve from 0.10766 278/400 [===================>..........] - ETA: 1:10 - loss: 0.2010 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 279/400 [===================>..........] - ETA: 1:09 - loss: 0.2008 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 280/400 [====================>.........] - ETA: 1:08 - loss: 0.2003 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 281/400 [====================>.........] - ETA: 1:08 - loss: 0.2019 - dice_coefficient: 0.8645 Epoch 12: loss did not improve from 0.10766 282/400 [====================>.........] - ETA: 1:07 - loss: 0.2017 - dice_coefficient: 0.8648 Epoch 12: loss did not improve from 0.10766 283/400 [====================>.........] - ETA: 1:07 - loss: 0.2013 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 284/400 [====================>.........] - ETA: 1:06 - loss: 0.2013 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 285/400 [====================>.........] - ETA: 1:05 - loss: 0.2011 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 286/400 [====================>.........] - ETA: 1:05 - loss: 0.2009 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 287/400 [====================>.........] - ETA: 1:04 - loss: 0.2020 - dice_coefficient: 0.8646 Epoch 12: loss did not improve from 0.10766 288/400 [====================>.........] - ETA: 1:04 - loss: 0.2018 - dice_coefficient: 0.8647 Epoch 12: loss did not improve from 0.10766 289/400 [====================>.........] - ETA: 1:03 - loss: 0.2019 - dice_coefficient: 0.8646 Epoch 12: loss did not improve from 0.10766 290/400 [====================>.........] - ETA: 1:03 - loss: 0.2016 - dice_coefficient: 0.8648 Epoch 12: loss did not improve from 0.10766 291/400 [====================>.........] - ETA: 1:02 - loss: 0.2015 - dice_coefficient: 0.8648 Epoch 12: loss did not improve from 0.10766 292/400 [====================>.........] - ETA: 1:02 - loss: 0.2013 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 293/400 [====================>.........] - ETA: 1:01 - loss: 0.2013 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 294/400 [=====================>........] - ETA: 1:00 - loss: 0.2010 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 295/400 [=====================>........] - ETA: 1:00 - loss: 0.2008 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 296/400 [=====================>........] - ETA: 59s - loss: 0.2003 - dice_coefficient: 0.8658 Epoch 12: loss did not improve from 0.10766 297/400 [=====================>........] - ETA: 59s - loss: 0.2011 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 298/400 [=====================>........] - ETA: 58s - loss: 0.2010 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 299/400 [=====================>........] - ETA: 57s - loss: 0.2007 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 300/400 [=====================>........] - ETA: 57s - loss: 0.2007 - dice_coefficient: 0.8653 Epoch 12: loss did not improve from 0.10766 301/400 [=====================>........] - ETA: 56s - loss: 0.2007 - dice_coefficient: 0.8653 Epoch 12: loss did not improve from 0.10766 302/400 [=====================>........] - ETA: 56s - loss: 0.2007 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 303/400 [=====================>........] - ETA: 55s - loss: 0.2004 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 304/400 [=====================>........] - ETA: 55s - loss: 0.2003 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 305/400 [=====================>........] - ETA: 54s - loss: 0.2004 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 306/400 [=====================>........] - ETA: 53s - loss: 0.2000 - dice_coefficient: 0.8655 Epoch 12: loss did not improve from 0.10766 307/400 [======================>.......] - ETA: 53s - loss: 0.1995 - dice_coefficient: 0.8658 Epoch 12: loss did not improve from 0.10766 308/400 [======================>.......] - ETA: 52s - loss: 0.1998 - dice_coefficient: 0.8656 Epoch 12: loss did not improve from 0.10766 309/400 [======================>.......] - ETA: 52s - loss: 0.1997 - dice_coefficient: 0.8658 Epoch 12: loss did not improve from 0.10766 310/400 [======================>.......] - ETA: 51s - loss: 0.1997 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 311/400 [======================>.......] - ETA: 51s - loss: 0.2001 - dice_coefficient: 0.8653 Epoch 12: loss did not improve from 0.10766 312/400 [======================>.......] - ETA: 50s - loss: 0.2002 - dice_coefficient: 0.8655 Epoch 12: loss did not improve from 0.10766 313/400 [======================>.......] - ETA: 49s - loss: 0.2002 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 314/400 [======================>.......] - ETA: 49s - loss: 0.2002 - dice_coefficient: 0.8655 Epoch 12: loss did not improve from 0.10766 315/400 [======================>.......] - ETA: 48s - loss: 0.1999 - dice_coefficient: 0.8656 Epoch 12: loss did not improve from 0.10766 316/400 [======================>.......] - ETA: 48s - loss: 0.2040 - dice_coefficient: 0.8636 Epoch 12: loss did not improve from 0.10766 317/400 [======================>.......] - ETA: 47s - loss: 0.2037 - dice_coefficient: 0.8637 Epoch 12: loss did not improve from 0.10766 318/400 [======================>.......] - ETA: 47s - loss: 0.2034 - dice_coefficient: 0.8639 Epoch 12: loss did not improve from 0.10766 319/400 [======================>.......] - ETA: 46s - loss: 0.2030 - dice_coefficient: 0.8642 Epoch 12: loss did not improve from 0.10766 320/400 [=======================>......] - ETA: 45s - loss: 0.2028 - dice_coefficient: 0.8643 Epoch 12: loss did not improve from 0.10766 321/400 [=======================>......] - ETA: 45s - loss: 0.2033 - dice_coefficient: 0.8638 Epoch 12: loss did not improve from 0.10766 322/400 [=======================>......] - ETA: 44s - loss: 0.2029 - dice_coefficient: 0.8641 Epoch 12: loss did not improve from 0.10766 323/400 [=======================>......] - ETA: 44s - loss: 0.2025 - dice_coefficient: 0.8643 Epoch 12: loss did not improve from 0.10766 324/400 [=======================>......] - ETA: 43s - loss: 0.2021 - dice_coefficient: 0.8646 Epoch 12: loss did not improve from 0.10766 325/400 [=======================>......] - ETA: 43s - loss: 0.2017 - dice_coefficient: 0.8649 Epoch 12: loss did not improve from 0.10766 326/400 [=======================>......] - ETA: 42s - loss: 0.2014 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 327/400 [=======================>......] - ETA: 41s - loss: 0.2028 - dice_coefficient: 0.8640 Epoch 12: loss did not improve from 0.10766 328/400 [=======================>......] - ETA: 41s - loss: 0.2038 - dice_coefficient: 0.8632 Epoch 12: loss did not improve from 0.10766 329/400 [=======================>......] - ETA: 40s - loss: 0.2037 - dice_coefficient: 0.8633 Epoch 12: loss did not improve from 0.10766 330/400 [=======================>......] - ETA: 40s - loss: 0.2035 - dice_coefficient: 0.8633 Epoch 12: loss did not improve from 0.10766 331/400 [=======================>......] - ETA: 39s - loss: 0.2033 - dice_coefficient: 0.8634 Epoch 12: loss did not improve from 0.10766 332/400 [=======================>......] - ETA: 39s - loss: 0.2033 - dice_coefficient: 0.8636 Epoch 12: loss did not improve from 0.10766 333/400 [=======================>......] - ETA: 38s - loss: 0.2035 - dice_coefficient: 0.8633 Epoch 12: loss did not improve from 0.10766 334/400 [========================>.....] - ETA: 37s - loss: 0.2035 - dice_coefficient: 0.8634 Epoch 12: loss did not improve from 0.10766 335/400 [========================>.....] - ETA: 37s - loss: 0.2033 - dice_coefficient: 0.8634 Epoch 12: loss did not improve from 0.10766 336/400 [========================>.....] - ETA: 36s - loss: 0.2029 - dice_coefficient: 0.8637 Epoch 12: loss did not improve from 0.10766 337/400 [========================>.....] - ETA: 36s - loss: 0.2026 - dice_coefficient: 0.8640 Epoch 12: loss did not improve from 0.10766 338/400 [========================>.....] - ETA: 35s - loss: 0.2033 - dice_coefficient: 0.8637 Epoch 12: loss did not improve from 0.10766 339/400 [========================>.....] - ETA: 35s - loss: 0.2033 - dice_coefficient: 0.8637 Epoch 12: loss did not improve from 0.10766 340/400 [========================>.....] - ETA: 34s - loss: 0.2033 - dice_coefficient: 0.8639 Epoch 12: loss did not improve from 0.10766 341/400 [========================>.....] - ETA: 33s - loss: 0.2031 - dice_coefficient: 0.8639 Epoch 12: loss did not improve from 0.10766 342/400 [========================>.....] - ETA: 33s - loss: 0.2031 - dice_coefficient: 0.8639 Epoch 12: loss did not improve from 0.10766 343/400 [========================>.....] - ETA: 32s - loss: 0.2030 - dice_coefficient: 0.8640 Epoch 12: loss did not improve from 0.10766 344/400 [========================>.....] - ETA: 32s - loss: 0.2026 - dice_coefficient: 0.8643 Epoch 12: loss did not improve from 0.10766 345/400 [========================>.....] - ETA: 31s - loss: 0.2024 - dice_coefficient: 0.8645 Epoch 12: loss did not improve from 0.10766 346/400 [========================>.....] - ETA: 30s - loss: 0.2022 - dice_coefficient: 0.8646 Epoch 12: loss did not improve from 0.10766 347/400 [=========================>....] - ETA: 30s - loss: 0.2021 - dice_coefficient: 0.8645 Epoch 12: loss did not improve from 0.10766 348/400 [=========================>....] - ETA: 29s - loss: 0.2019 - dice_coefficient: 0.8647 Epoch 12: loss did not improve from 0.10766 349/400 [=========================>....] - ETA: 29s - loss: 0.2015 - dice_coefficient: 0.8649 Epoch 12: loss did not improve from 0.10766 350/400 [=========================>....] - ETA: 28s - loss: 0.2013 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 351/400 [=========================>....] - ETA: 28s - loss: 0.2011 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 352/400 [=========================>....] - ETA: 27s - loss: 0.2009 - dice_coefficient: 0.8653 Epoch 12: loss did not improve from 0.10766 353/400 [=========================>....] - ETA: 26s - loss: 0.2006 - dice_coefficient: 0.8655 Epoch 12: loss did not improve from 0.10766 354/400 [=========================>....] - ETA: 26s - loss: 0.2006 - dice_coefficient: 0.8655 Epoch 12: loss did not improve from 0.10766 355/400 [=========================>....] - ETA: 25s - loss: 0.2004 - dice_coefficient: 0.8655 Epoch 12: loss did not improve from 0.10766 356/400 [=========================>....] - ETA: 25s - loss: 0.2006 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 357/400 [=========================>....] - ETA: 24s - loss: 0.2005 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 358/400 [=========================>....] - ETA: 24s - loss: 0.2005 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 359/400 [=========================>....] - ETA: 23s - loss: 0.2001 - dice_coefficient: 0.8659 Epoch 12: loss did not improve from 0.10766 360/400 [==========================>...] - ETA: 22s - loss: 0.2000 - dice_coefficient: 0.8660 Epoch 12: loss did not improve from 0.10766 361/400 [==========================>...] - ETA: 22s - loss: 0.2000 - dice_coefficient: 0.8661 Epoch 12: loss did not improve from 0.10766 362/400 [==========================>...] - ETA: 21s - loss: 0.1997 - dice_coefficient: 0.8663 Epoch 12: loss did not improve from 0.10766 363/400 [==========================>...] - ETA: 21s - loss: 0.1995 - dice_coefficient: 0.8664 Epoch 12: loss did not improve from 0.10766 364/400 [==========================>...] - ETA: 20s - loss: 0.1993 - dice_coefficient: 0.8666 Epoch 12: loss did not improve from 0.10766 365/400 [==========================>...] - ETA: 20s - loss: 0.1997 - dice_coefficient: 0.8663 Epoch 12: loss did not improve from 0.10766 366/400 [==========================>...] - ETA: 19s - loss: 0.1993 - dice_coefficient: 0.8666 Epoch 12: loss did not improve from 0.10766 367/400 [==========================>...] - ETA: 18s - loss: 0.2002 - dice_coefficient: 0.8659 Epoch 12: loss did not improve from 0.10766 368/400 [==========================>...] - ETA: 18s - loss: 0.1999 - dice_coefficient: 0.8661 Epoch 12: loss did not improve from 0.10766 369/400 [==========================>...] - ETA: 17s - loss: 0.2005 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 370/400 [==========================>...] - ETA: 17s - loss: 0.2004 - dice_coefficient: 0.8658 Epoch 12: loss did not improve from 0.10766 371/400 [==========================>...] - ETA: 16s - loss: 0.2009 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 372/400 [==========================>...] - ETA: 16s - loss: 0.2006 - dice_coefficient: 0.8656 Epoch 12: loss did not improve from 0.10766 373/400 [==========================>...] - ETA: 15s - loss: 0.2005 - dice_coefficient: 0.8657 Epoch 12: loss did not improve from 0.10766 374/400 [===========================>..] - ETA: 14s - loss: 0.2002 - dice_coefficient: 0.8659 Epoch 12: loss did not improve from 0.10766 375/400 [===========================>..] - ETA: 14s - loss: 0.2003 - dice_coefficient: 0.8659 Epoch 12: loss did not improve from 0.10766 376/400 [===========================>..] - ETA: 13s - loss: 0.2003 - dice_coefficient: 0.8658 Epoch 12: loss did not improve from 0.10766 377/400 [===========================>..] - ETA: 13s - loss: 0.2000 - dice_coefficient: 0.8660 Epoch 12: loss did not improve from 0.10766 378/400 [===========================>..] - ETA: 12s - loss: 0.1998 - dice_coefficient: 0.8661 Epoch 12: loss did not improve from 0.10766 379/400 [===========================>..] - ETA: 12s - loss: 0.1997 - dice_coefficient: 0.8661 Epoch 12: loss did not improve from 0.10766 380/400 [===========================>..] - ETA: 11s - loss: 0.2005 - dice_coefficient: 0.8655 Epoch 12: loss did not improve from 0.10766 381/400 [===========================>..] - ETA: 10s - loss: 0.2006 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 382/400 [===========================>..] - ETA: 10s - loss: 0.2010 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 383/400 [===========================>..] - ETA: 9s - loss: 0.2008 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 384/400 [===========================>..] - ETA: 9s - loss: 0.2011 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 385/400 [===========================>..] - ETA: 8s - loss: 0.2009 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 386/400 [===========================>..] - ETA: 8s - loss: 0.2010 - dice_coefficient: 0.8650 Epoch 12: loss did not improve from 0.10766 387/400 [============================>.] - ETA: 7s - loss: 0.2007 - dice_coefficient: 0.8652 Epoch 12: loss did not improve from 0.10766 388/400 [============================>.] - ETA: 6s - loss: 0.2008 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 389/400 [============================>.] - ETA: 6s - loss: 0.2007 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 390/400 [============================>.] - ETA: 5s - loss: 0.2008 - dice_coefficient: 0.8651 Epoch 12: loss did not improve from 0.10766 391/400 [============================>.] - ETA: 5s - loss: 0.2006 - dice_coefficient: 0.8654 Epoch 12: loss did not improve from 0.10766 392/400 [============================>.] - ETA: 4s - loss: 0.2416 - dice_coefficient: 0.8632 Epoch 12: loss did not improve from 0.10766 393/400 [============================>.] - ETA: 4s - loss: 0.2414 - dice_coefficient: 0.8632 Epoch 12: loss did not improve from 0.10766 394/400 [============================>.] - ETA: 3s - loss: 0.2410 - dice_coefficient: 0.8634 Epoch 12: loss did not improve from 0.10766 395/400 [============================>.] - ETA: 2s - loss: 0.2406 - dice_coefficient: 0.8636 Epoch 12: loss did not improve from 0.10766 396/400 [============================>.] - ETA: 2s - loss: 0.2403 - dice_coefficient: 0.8638 Epoch 12: loss did not improve from 0.10766 397/400 [============================>.] - ETA: 1s - loss: 0.2401 - dice_coefficient: 0.8639 Epoch 12: loss did not improve from 0.10766 398/400 [============================>.] - ETA: 1s - loss: 0.2398 - dice_coefficient: 0.8641 Epoch 12: loss did not improve from 0.10766 399/400 [============================>.] - ETA: 0s - loss: 0.2394 - dice_coefficient: 0.8643 Epoch 12: loss did not improve from 0.10766 400/400 [==============================] - 231s 576ms/step - loss: 0.2390 - dice_coefficient: 0.8644 - val_loss: 0.7009 - val_dice_coefficient: 0.6349 - lr: 1.0000e-04 Epoch 13/30 Epoch 13: loss improved from 0.10766 to 0.09398, saving model to model-0.09.h5 1/400 [..............................] - ETA: 4:44 - loss: 0.0940 - dice_coefficient: 0.9471 Epoch 13: loss did not improve from 0.09398 2/400 [..............................] - ETA: 3:44 - loss: 0.1181 - dice_coefficient: 0.9290 Epoch 13: loss did not improve from 0.09398 3/400 [..............................] - ETA: 3:46 - loss: 0.1142 - dice_coefficient: 0.9324 Epoch 13: loss did not improve from 0.09398 4/400 [..............................] - ETA: 3:47 - loss: 0.1143 - dice_coefficient: 0.9323 Epoch 13: loss did not improve from 0.09398 5/400 [..............................] - ETA: 3:46 - loss: 0.1099 - dice_coefficient: 0.9340 Epoch 13: loss did not improve from 0.09398 6/400 [..............................] - ETA: 3:45 - loss: 0.1478 - dice_coefficient: 0.9014 Epoch 13: loss did not improve from 0.09398 7/400 [..............................] - ETA: 3:44 - loss: 0.1816 - dice_coefficient: 0.8786 Epoch 13: loss did not improve from 0.09398 8/400 [..............................] - ETA: 3:43 - loss: 0.2126 - dice_coefficient: 0.8557 Epoch 13: loss did not improve from 0.09398 9/400 [..............................] - ETA: 3:43 - loss: 0.2019 - dice_coefficient: 0.8626 Epoch 13: loss did not improve from 0.09398 10/400 [..............................] - ETA: 3:42 - loss: 0.1934 - dice_coefficient: 0.8725 Epoch 13: loss did not improve from 0.09398 11/400 [..............................] - ETA: 3:42 - loss: 0.1840 - dice_coefficient: 0.8802 Epoch 13: loss did not improve from 0.09398 12/400 [..............................] - ETA: 3:41 - loss: 0.1809 - dice_coefficient: 0.8797 Epoch 13: loss did not improve from 0.09398 13/400 [..............................] - ETA: 3:41 - loss: 0.1801 - dice_coefficient: 0.8806 Epoch 13: loss did not improve from 0.09398 14/400 [>.............................] - ETA: 3:41 - loss: 0.2081 - dice_coefficient: 0.8611 Epoch 13: loss did not improve from 0.09398 15/400 [>.............................] - ETA: 3:40 - loss: 0.2311 - dice_coefficient: 0.8426 Epoch 13: loss did not improve from 0.09398 16/400 [>.............................] - ETA: 3:39 - loss: 0.2247 - dice_coefficient: 0.8480 Epoch 13: loss did not improve from 0.09398 17/400 [>.............................] - ETA: 3:39 - loss: 0.2179 - dice_coefficient: 0.8533 Epoch 13: loss did not improve from 0.09398 18/400 [>.............................] - ETA: 3:39 - loss: 0.2131 - dice_coefficient: 0.8583 Epoch 13: loss did not improve from 0.09398 19/400 [>.............................] - ETA: 3:39 - loss: 0.2069 - dice_coefficient: 0.8639 Epoch 13: loss did not improve from 0.09398 20/400 [>.............................] - ETA: 3:38 - loss: 0.2005 - dice_coefficient: 0.8684 Epoch 13: loss did not improve from 0.09398 21/400 [>.............................] - ETA: 3:37 - loss: 0.2032 - dice_coefficient: 0.8645 Epoch 13: loss did not improve from 0.09398 22/400 [>.............................] - ETA: 3:36 - loss: 0.1996 - dice_coefficient: 0.8666 Epoch 13: loss did not improve from 0.09398 23/400 [>.............................] - ETA: 3:36 - loss: 0.2026 - dice_coefficient: 0.8669 Epoch 13: loss did not improve from 0.09398 24/400 [>.............................] - ETA: 3:35 - loss: 0.1995 - dice_coefficient: 0.8702 Epoch 13: loss did not improve from 0.09398 25/400 [>.............................] - ETA: 3:35 - loss: 0.1968 - dice_coefficient: 0.8729 Epoch 13: loss did not improve from 0.09398 26/400 [>.............................] - ETA: 3:34 - loss: 0.1943 - dice_coefficient: 0.8743 Epoch 13: loss did not improve from 0.09398 27/400 [=>............................] - ETA: 3:33 - loss: 0.1911 - dice_coefficient: 0.8755 Epoch 13: loss did not improve from 0.09398 28/400 [=>............................] - ETA: 3:33 - loss: 0.1979 - dice_coefficient: 0.8694 Epoch 13: loss did not improve from 0.09398 29/400 [=>............................] - ETA: 3:32 - loss: 0.2022 - dice_coefficient: 0.8664 Epoch 13: loss did not improve from 0.09398 30/400 [=>............................] - ETA: 3:32 - loss: 0.1992 - dice_coefficient: 0.8677 Epoch 13: loss did not improve from 0.09398 31/400 [=>............................] - ETA: 3:31 - loss: 0.2013 - dice_coefficient: 0.8666 Epoch 13: loss did not improve from 0.09398 32/400 [=>............................] - ETA: 3:31 - loss: 0.1980 - dice_coefficient: 0.8687 Epoch 13: loss did not improve from 0.09398 33/400 [=>............................] - ETA: 3:30 - loss: 0.1957 - dice_coefficient: 0.8699 Epoch 13: loss did not improve from 0.09398 34/400 [=>............................] - ETA: 3:29 - loss: 0.1918 - dice_coefficient: 0.8723 Epoch 13: loss did not improve from 0.09398 35/400 [=>............................] - ETA: 3:29 - loss: 0.1917 - dice_coefficient: 0.8729 Epoch 13: loss did not improve from 0.09398 36/400 [=>............................] - ETA: 3:28 - loss: 0.1950 - dice_coefficient: 0.8735 Epoch 13: loss did not improve from 0.09398 37/400 [=>............................] - ETA: 3:28 - loss: 0.1942 - dice_coefficient: 0.8747 Epoch 13: loss did not improve from 0.09398 38/400 [=>............................] - ETA: 3:27 - loss: 0.1918 - dice_coefficient: 0.8758 Epoch 13: loss did not improve from 0.09398 39/400 [=>............................] - ETA: 3:26 - loss: 0.1899 - dice_coefficient: 0.8769 Epoch 13: loss did not improve from 0.09398 40/400 [==>...........................] - ETA: 3:26 - loss: 0.1871 - dice_coefficient: 0.8791 Epoch 13: loss did not improve from 0.09398 41/400 [==>...........................] - ETA: 3:25 - loss: 0.1852 - dice_coefficient: 0.8804 Epoch 13: loss did not improve from 0.09398 42/400 [==>...........................] - ETA: 3:25 - loss: 0.1844 - dice_coefficient: 0.8804 Epoch 13: loss did not improve from 0.09398 43/400 [==>...........................] - ETA: 3:24 - loss: 0.1837 - dice_coefficient: 0.8805 Epoch 13: loss did not improve from 0.09398 44/400 [==>...........................] - ETA: 3:24 - loss: 0.1869 - dice_coefficient: 0.8771 Epoch 13: loss did not improve from 0.09398 45/400 [==>...........................] - ETA: 3:24 - loss: 0.1842 - dice_coefficient: 0.8790 Epoch 13: loss did not improve from 0.09398 46/400 [==>...........................] - ETA: 3:23 - loss: 0.1833 - dice_coefficient: 0.8792 Epoch 13: loss did not improve from 0.09398 47/400 [==>...........................] - ETA: 3:23 - loss: 0.1819 - dice_coefficient: 0.8801 Epoch 13: loss did not improve from 0.09398 48/400 [==>...........................] - ETA: 3:22 - loss: 0.2009 - dice_coefficient: 0.8690 Epoch 13: loss did not improve from 0.09398 49/400 [==>...........................] - ETA: 3:22 - loss: 0.1988 - dice_coefficient: 0.8701 Epoch 13: loss did not improve from 0.09398 50/400 [==>...........................] - ETA: 3:21 - loss: 0.1994 - dice_coefficient: 0.8701 Epoch 13: loss did not improve from 0.09398 51/400 [==>...........................] - ETA: 3:20 - loss: 0.2032 - dice_coefficient: 0.8695 Epoch 13: loss did not improve from 0.09398 52/400 [==>...........................] - ETA: 3:20 - loss: 0.2012 - dice_coefficient: 0.8705 Epoch 13: loss did not improve from 0.09398 53/400 [==>...........................] - ETA: 3:19 - loss: 0.2014 - dice_coefficient: 0.8697 Epoch 13: loss did not improve from 0.09398 54/400 [===>..........................] - ETA: 3:19 - loss: 0.2001 - dice_coefficient: 0.8709 Epoch 13: loss did not improve from 0.09398 55/400 [===>..........................] - ETA: 3:18 - loss: 0.2060 - dice_coefficient: 0.8662 Epoch 13: loss did not improve from 0.09398 56/400 [===>..........................] - ETA: 3:18 - loss: 0.2040 - dice_coefficient: 0.8676 Epoch 13: loss did not improve from 0.09398 57/400 [===>..........................] - ETA: 3:17 - loss: 0.2027 - dice_coefficient: 0.8686 Epoch 13: loss did not improve from 0.09398 58/400 [===>..........................] - ETA: 3:17 - loss: 0.2000 - dice_coefficient: 0.8703 Epoch 13: loss did not improve from 0.09398 59/400 [===>..........................] - ETA: 3:16 - loss: 0.2003 - dice_coefficient: 0.8697 Epoch 13: loss did not improve from 0.09398 60/400 [===>..........................] - ETA: 3:16 - loss: 0.1996 - dice_coefficient: 0.8704 Epoch 13: loss did not improve from 0.09398 61/400 [===>..........................] - ETA: 3:15 - loss: 0.1980 - dice_coefficient: 0.8716 Epoch 13: loss did not improve from 0.09398 62/400 [===>..........................] - ETA: 3:15 - loss: 0.1973 - dice_coefficient: 0.8724 Epoch 13: loss did not improve from 0.09398 63/400 [===>..........................] - ETA: 3:14 - loss: 0.1966 - dice_coefficient: 0.8731 Epoch 13: loss did not improve from 0.09398 64/400 [===>..........................] - ETA: 3:14 - loss: 0.1974 - dice_coefficient: 0.8718 Epoch 13: loss did not improve from 0.09398 65/400 [===>..........................] - ETA: 3:13 - loss: 0.1959 - dice_coefficient: 0.8727 Epoch 13: loss did not improve from 0.09398 66/400 [===>..........................] - ETA: 3:12 - loss: 0.1948 - dice_coefficient: 0.8733 Epoch 13: loss did not improve from 0.09398 67/400 [====>.........................] - ETA: 3:12 - loss: 0.1947 - dice_coefficient: 0.8743 Epoch 13: loss did not improve from 0.09398 68/400 [====>.........................] - ETA: 3:11 - loss: 0.1955 - dice_coefficient: 0.8730 Epoch 13: loss did not improve from 0.09398 69/400 [====>.........................] - ETA: 3:11 - loss: 0.1952 - dice_coefficient: 0.8731 Epoch 13: loss did not improve from 0.09398 70/400 [====>.........................] - ETA: 3:10 - loss: 0.1967 - dice_coefficient: 0.8736 Epoch 13: loss did not improve from 0.09398 71/400 [====>.........................] - ETA: 3:09 - loss: 0.1951 - dice_coefficient: 0.8747 Epoch 13: loss did not improve from 0.09398 72/400 [====>.........................] - ETA: 3:09 - loss: 0.1932 - dice_coefficient: 0.8759 Epoch 13: loss did not improve from 0.09398 73/400 [====>.........................] - ETA: 3:08 - loss: 0.1921 - dice_coefficient: 0.8764 Epoch 13: loss did not improve from 0.09398 74/400 [====>.........................] - ETA: 3:08 - loss: 0.1926 - dice_coefficient: 0.8755 Epoch 13: loss did not improve from 0.09398 75/400 [====>.........................] - ETA: 3:07 - loss: 0.1906 - dice_coefficient: 0.8769 Epoch 13: loss did not improve from 0.09398 76/400 [====>.........................] - ETA: 3:06 - loss: 0.1923 - dice_coefficient: 0.8751 Epoch 13: loss did not improve from 0.09398 77/400 [====>.........................] - ETA: 3:06 - loss: 0.1917 - dice_coefficient: 0.8759 Epoch 13: loss did not improve from 0.09398 78/400 [====>.........................] - ETA: 3:05 - loss: 0.1906 - dice_coefficient: 0.8767 Epoch 13: loss did not improve from 0.09398 79/400 [====>.........................] - ETA: 3:05 - loss: 0.1893 - dice_coefficient: 0.8776 Epoch 13: loss did not improve from 0.09398 80/400 [=====>........................] - ETA: 3:04 - loss: 0.1895 - dice_coefficient: 0.8782 Epoch 13: loss did not improve from 0.09398 81/400 [=====>........................] - ETA: 3:04 - loss: 0.1882 - dice_coefficient: 0.8790 Epoch 13: loss did not improve from 0.09398 82/400 [=====>........................] - ETA: 3:03 - loss: 0.1875 - dice_coefficient: 0.8795 Epoch 13: loss did not improve from 0.09398 83/400 [=====>........................] - ETA: 3:02 - loss: 0.1860 - dice_coefficient: 0.8803 Epoch 13: loss did not improve from 0.09398 84/400 [=====>........................] - ETA: 3:02 - loss: 0.1850 - dice_coefficient: 0.8807 Epoch 13: loss did not improve from 0.09398 85/400 [=====>........................] - ETA: 3:01 - loss: 0.1863 - dice_coefficient: 0.8796 Epoch 13: loss did not improve from 0.09398 86/400 [=====>........................] - ETA: 3:01 - loss: 0.1855 - dice_coefficient: 0.8801 Epoch 13: loss did not improve from 0.09398 87/400 [=====>........................] - ETA: 3:00 - loss: 0.1847 - dice_coefficient: 0.8803 Epoch 13: loss did not improve from 0.09398 88/400 [=====>........................] - ETA: 3:00 - loss: 0.1853 - dice_coefficient: 0.8797 Epoch 13: loss did not improve from 0.09398 89/400 [=====>........................] - ETA: 2:59 - loss: 0.1847 - dice_coefficient: 0.8798 Epoch 13: loss did not improve from 0.09398 90/400 [=====>........................] - ETA: 2:59 - loss: 0.1845 - dice_coefficient: 0.8802 Epoch 13: loss did not improve from 0.09398 91/400 [=====>........................] - ETA: 2:58 - loss: 0.1841 - dice_coefficient: 0.8802 Epoch 13: loss did not improve from 0.09398 92/400 [=====>........................] - ETA: 2:57 - loss: 0.1851 - dice_coefficient: 0.8791 Epoch 13: loss did not improve from 0.09398 93/400 [=====>........................] - ETA: 2:57 - loss: 0.1867 - dice_coefficient: 0.8776 Epoch 13: loss did not improve from 0.09398 94/400 [======>.......................] - ETA: 2:56 - loss: 0.1862 - dice_coefficient: 0.8778 Epoch 13: loss did not improve from 0.09398 95/400 [======>.......................] - ETA: 2:56 - loss: 0.1863 - dice_coefficient: 0.8777 Epoch 13: loss did not improve from 0.09398 96/400 [======>.......................] - ETA: 2:55 - loss: 0.1881 - dice_coefficient: 0.8762 Epoch 13: loss did not improve from 0.09398 97/400 [======>.......................] - ETA: 2:55 - loss: 0.1875 - dice_coefficient: 0.8768 Epoch 13: loss did not improve from 0.09398 98/400 [======>.......................] - ETA: 2:54 - loss: 0.1867 - dice_coefficient: 0.8775 Epoch 13: loss did not improve from 0.09398 99/400 [======>.......................] - ETA: 2:53 - loss: 0.1862 - dice_coefficient: 0.8777 Epoch 13: loss did not improve from 0.09398 100/400 [======>.......................] - ETA: 2:53 - loss: 0.1853 - dice_coefficient: 0.8783 Epoch 13: loss did not improve from 0.09398 101/400 [======>.......................] - ETA: 2:52 - loss: 0.1897 - dice_coefficient: 0.8759 Epoch 13: loss did not improve from 0.09398 102/400 [======>.......................] - ETA: 2:52 - loss: 0.1892 - dice_coefficient: 0.8763 Epoch 13: loss did not improve from 0.09398 103/400 [======>.......................] - ETA: 2:51 - loss: 0.1891 - dice_coefficient: 0.8765 Epoch 13: loss did not improve from 0.09398 104/400 [======>.......................] - ETA: 2:50 - loss: 0.1892 - dice_coefficient: 0.8762 Epoch 13: loss did not improve from 0.09398 105/400 [======>.......................] - ETA: 2:50 - loss: 0.1892 - dice_coefficient: 0.8763 Epoch 13: loss did not improve from 0.09398 106/400 [======>.......................] - ETA: 2:49 - loss: 0.1880 - dice_coefficient: 0.8771 Epoch 13: loss did not improve from 0.09398 107/400 [=======>......................] - ETA: 2:49 - loss: 0.1884 - dice_coefficient: 0.8768 Epoch 13: loss did not improve from 0.09398 108/400 [=======>......................] - ETA: 2:48 - loss: 0.1878 - dice_coefficient: 0.8773 Epoch 13: loss did not improve from 0.09398 109/400 [=======>......................] - ETA: 2:48 - loss: 0.1870 - dice_coefficient: 0.8780 Epoch 13: loss did not improve from 0.09398 110/400 [=======>......................] - ETA: 2:47 - loss: 0.1861 - dice_coefficient: 0.8788 Epoch 13: loss did not improve from 0.09398 111/400 [=======>......................] - ETA: 2:46 - loss: 0.1849 - dice_coefficient: 0.8796 Epoch 13: loss did not improve from 0.09398 112/400 [=======>......................] - ETA: 2:46 - loss: 0.1848 - dice_coefficient: 0.8801 Epoch 13: loss did not improve from 0.09398 113/400 [=======>......................] - ETA: 2:45 - loss: 0.1849 - dice_coefficient: 0.8797 Epoch 13: loss did not improve from 0.09398 114/400 [=======>......................] - ETA: 2:45 - loss: 0.1848 - dice_coefficient: 0.8796 Epoch 13: loss did not improve from 0.09398 115/400 [=======>......................] - ETA: 2:44 - loss: 0.1844 - dice_coefficient: 0.8798 Epoch 13: loss did not improve from 0.09398 116/400 [=======>......................] - ETA: 2:43 - loss: 0.1847 - dice_coefficient: 0.8795 Epoch 13: loss did not improve from 0.09398 117/400 [=======>......................] - ETA: 2:43 - loss: 0.1840 - dice_coefficient: 0.8799 Epoch 13: loss did not improve from 0.09398 118/400 [=======>......................] - ETA: 2:42 - loss: 0.1838 - dice_coefficient: 0.8801 Epoch 13: loss did not improve from 0.09398 119/400 [=======>......................] - ETA: 2:42 - loss: 0.1832 - dice_coefficient: 0.8804 Epoch 13: loss did not improve from 0.09398 120/400 [========>.....................] - ETA: 2:41 - loss: 0.1829 - dice_coefficient: 0.8807 Epoch 13: loss did not improve from 0.09398 121/400 [========>.....................] - ETA: 2:41 - loss: 0.1821 - dice_coefficient: 0.8812 Epoch 13: loss did not improve from 0.09398 122/400 [========>.....................] - ETA: 2:40 - loss: 0.1833 - dice_coefficient: 0.8801 Epoch 13: loss did not improve from 0.09398 123/400 [========>.....................] - ETA: 2:39 - loss: 0.1832 - dice_coefficient: 0.8803 Epoch 13: loss did not improve from 0.09398 124/400 [========>.....................] - ETA: 2:39 - loss: 0.1834 - dice_coefficient: 0.8801 Epoch 13: loss did not improve from 0.09398 125/400 [========>.....................] - ETA: 2:38 - loss: 0.1829 - dice_coefficient: 0.8806 Epoch 13: loss did not improve from 0.09398 126/400 [========>.....................] - ETA: 2:38 - loss: 0.1823 - dice_coefficient: 0.8810 Epoch 13: loss did not improve from 0.09398 127/400 [========>.....................] - ETA: 2:37 - loss: 0.1827 - dice_coefficient: 0.8805 Epoch 13: loss did not improve from 0.09398 128/400 [========>.....................] - ETA: 2:36 - loss: 0.1838 - dice_coefficient: 0.8794 Epoch 13: loss did not improve from 0.09398 129/400 [========>.....................] - ETA: 2:36 - loss: 0.1831 - dice_coefficient: 0.8799 Epoch 13: loss did not improve from 0.09398 130/400 [========>.....................] - ETA: 2:35 - loss: 0.1877 - dice_coefficient: 0.8767 Epoch 13: loss did not improve from 0.09398 131/400 [========>.....................] - ETA: 2:35 - loss: 0.1882 - dice_coefficient: 0.8763 Epoch 13: loss did not improve from 0.09398 132/400 [========>.....................] - ETA: 2:34 - loss: 0.1877 - dice_coefficient: 0.8765 Epoch 13: loss did not improve from 0.09398 133/400 [========>.....................] - ETA: 2:33 - loss: 0.1870 - dice_coefficient: 0.8769 Epoch 13: loss did not improve from 0.09398 134/400 [=========>....................] - ETA: 2:33 - loss: 0.1865 - dice_coefficient: 0.8772 Epoch 13: loss did not improve from 0.09398 135/400 [=========>....................] - ETA: 2:32 - loss: 0.1917 - dice_coefficient: 0.8738 Epoch 13: loss did not improve from 0.09398 136/400 [=========>....................] - ETA: 2:32 - loss: 0.1920 - dice_coefficient: 0.8734 Epoch 13: loss did not improve from 0.09398 137/400 [=========>....................] - ETA: 2:31 - loss: 0.1922 - dice_coefficient: 0.8730 Epoch 13: loss did not improve from 0.09398 138/400 [=========>....................] - ETA: 2:30 - loss: 0.1919 - dice_coefficient: 0.8730 Epoch 13: loss did not improve from 0.09398 139/400 [=========>....................] - ETA: 2:30 - loss: 0.1912 - dice_coefficient: 0.8734 Epoch 13: loss did not improve from 0.09398 140/400 [=========>....................] - ETA: 2:29 - loss: 0.1905 - dice_coefficient: 0.8737 Epoch 13: loss did not improve from 0.09398 141/400 [=========>....................] - ETA: 2:29 - loss: 0.1908 - dice_coefficient: 0.8732 Epoch 13: loss did not improve from 0.09398 142/400 [=========>....................] - ETA: 2:28 - loss: 0.1906 - dice_coefficient: 0.8732 Epoch 13: loss did not improve from 0.09398 143/400 [=========>....................] - ETA: 2:28 - loss: 0.1899 - dice_coefficient: 0.8736 Epoch 13: loss did not improve from 0.09398 144/400 [=========>....................] - ETA: 2:27 - loss: 0.1894 - dice_coefficient: 0.8739 Epoch 13: loss did not improve from 0.09398 145/400 [=========>....................] - ETA: 2:26 - loss: 0.1899 - dice_coefficient: 0.8733 Epoch 13: loss did not improve from 0.09398 146/400 [=========>....................] - ETA: 2:26 - loss: 0.1903 - dice_coefficient: 0.8728 Epoch 13: loss did not improve from 0.09398 147/400 [==========>...................] - ETA: 2:25 - loss: 0.1950 - dice_coefficient: 0.8698 Epoch 13: loss did not improve from 0.09398 148/400 [==========>...................] - ETA: 2:25 - loss: 0.1949 - dice_coefficient: 0.8698 Epoch 13: loss did not improve from 0.09398 149/400 [==========>...................] - ETA: 2:24 - loss: 0.1946 - dice_coefficient: 0.8702 Epoch 13: loss did not improve from 0.09398 150/400 [==========>...................] - ETA: 2:23 - loss: 0.1949 - dice_coefficient: 0.8701 Epoch 13: loss did not improve from 0.09398 151/400 [==========>...................] - ETA: 2:23 - loss: 0.1942 - dice_coefficient: 0.8705 Epoch 13: loss did not improve from 0.09398 152/400 [==========>...................] - ETA: 2:22 - loss: 0.1942 - dice_coefficient: 0.8708 Epoch 13: loss did not improve from 0.09398 153/400 [==========>...................] - ETA: 2:22 - loss: 0.1939 - dice_coefficient: 0.8711 Epoch 13: loss did not improve from 0.09398 154/400 [==========>...................] - ETA: 2:21 - loss: 0.1974 - dice_coefficient: 0.8687 Epoch 13: loss did not improve from 0.09398 155/400 [==========>...................] - ETA: 2:21 - loss: 0.1969 - dice_coefficient: 0.8691 Epoch 13: loss did not improve from 0.09398 156/400 [==========>...................] - ETA: 2:20 - loss: 0.1979 - dice_coefficient: 0.8687 Epoch 13: loss did not improve from 0.09398 157/400 [==========>...................] - ETA: 2:19 - loss: 0.1979 - dice_coefficient: 0.8688 Epoch 13: loss did not improve from 0.09398 158/400 [==========>...................] - ETA: 2:19 - loss: 0.1975 - dice_coefficient: 0.8691 Epoch 13: loss did not improve from 0.09398 159/400 [==========>...................] - ETA: 2:18 - loss: 0.1971 - dice_coefficient: 0.8693 Epoch 13: loss did not improve from 0.09398 160/400 [===========>..................] - ETA: 2:18 - loss: 0.1970 - dice_coefficient: 0.8697 Epoch 13: loss did not improve from 0.09398 161/400 [===========>..................] - ETA: 2:17 - loss: 0.2020 - dice_coefficient: 0.8668 Epoch 13: loss did not improve from 0.09398 162/400 [===========>..................] - ETA: 2:17 - loss: 0.2017 - dice_coefficient: 0.8668 Epoch 13: loss did not improve from 0.09398 163/400 [===========>..................] - ETA: 2:16 - loss: 0.2012 - dice_coefficient: 0.8673 Epoch 13: loss did not improve from 0.09398 164/400 [===========>..................] - ETA: 2:15 - loss: 0.2035 - dice_coefficient: 0.8655 Epoch 13: loss did not improve from 0.09398 165/400 [===========>..................] - ETA: 2:15 - loss: 0.2033 - dice_coefficient: 0.8655 Epoch 13: loss did not improve from 0.09398 166/400 [===========>..................] - ETA: 2:14 - loss: 0.2027 - dice_coefficient: 0.8661 Epoch 13: loss did not improve from 0.09398 167/400 [===========>..................] - ETA: 2:14 - loss: 0.2019 - dice_coefficient: 0.8665 Epoch 13: loss did not improve from 0.09398 168/400 [===========>..................] - ETA: 2:13 - loss: 0.2010 - dice_coefficient: 0.8671 Epoch 13: loss did not improve from 0.09398 169/400 [===========>..................] - ETA: 2:12 - loss: 0.2003 - dice_coefficient: 0.8676 Epoch 13: loss did not improve from 0.09398 170/400 [===========>..................] - ETA: 2:12 - loss: 0.1999 - dice_coefficient: 0.8680 Epoch 13: loss did not improve from 0.09398 171/400 [===========>..................] - ETA: 2:11 - loss: 0.1996 - dice_coefficient: 0.8682 Epoch 13: loss did not improve from 0.09398 172/400 [===========>..................] - ETA: 2:11 - loss: 0.1989 - dice_coefficient: 0.8687 Epoch 13: loss did not improve from 0.09398 173/400 [===========>..................] - ETA: 2:10 - loss: 0.2036 - dice_coefficient: 0.8661 Epoch 13: loss did not improve from 0.09398 174/400 [============>.................] - ETA: 2:10 - loss: 0.2033 - dice_coefficient: 0.8664 Epoch 13: loss did not improve from 0.09398 175/400 [============>.................] - ETA: 2:09 - loss: 0.2030 - dice_coefficient: 0.8667 Epoch 13: loss did not improve from 0.09398 176/400 [============>.................] - ETA: 2:08 - loss: 0.2023 - dice_coefficient: 0.8671 Epoch 13: loss did not improve from 0.09398 177/400 [============>.................] - ETA: 2:08 - loss: 0.2022 - dice_coefficient: 0.8674 Epoch 13: loss did not improve from 0.09398 178/400 [============>.................] - ETA: 2:07 - loss: 0.2016 - dice_coefficient: 0.8676 Epoch 13: loss did not improve from 0.09398 179/400 [============>.................] - ETA: 2:07 - loss: 0.2016 - dice_coefficient: 0.8678 Epoch 13: loss did not improve from 0.09398 180/400 [============>.................] - ETA: 2:06 - loss: 0.2012 - dice_coefficient: 0.8681 Epoch 13: loss did not improve from 0.09398 181/400 [============>.................] - ETA: 2:06 - loss: 0.2007 - dice_coefficient: 0.8686 Epoch 13: loss did not improve from 0.09398 182/400 [============>.................] - ETA: 2:05 - loss: 0.2003 - dice_coefficient: 0.8690 Epoch 13: loss did not improve from 0.09398 183/400 [============>.................] - ETA: 2:04 - loss: 0.1996 - dice_coefficient: 0.8694 Epoch 13: loss did not improve from 0.09398 184/400 [============>.................] - ETA: 2:04 - loss: 0.2005 - dice_coefficient: 0.8685 Epoch 13: loss did not improve from 0.09398 185/400 [============>.................] - ETA: 2:03 - loss: 0.2001 - dice_coefficient: 0.8688 Epoch 13: loss did not improve from 0.09398 186/400 [============>.................] - ETA: 2:03 - loss: 0.2050 - dice_coefficient: 0.8662 Epoch 13: loss did not improve from 0.09398 187/400 [=============>................] - ETA: 2:02 - loss: 0.2046 - dice_coefficient: 0.8666 Epoch 13: loss did not improve from 0.09398 188/400 [=============>................] - ETA: 2:01 - loss: 0.2043 - dice_coefficient: 0.8669 Epoch 13: loss did not improve from 0.09398 189/400 [=============>................] - ETA: 2:01 - loss: 0.2035 - dice_coefficient: 0.8674 Epoch 13: loss did not improve from 0.09398 190/400 [=============>................] - ETA: 2:00 - loss: 0.2030 - dice_coefficient: 0.8678 Epoch 13: loss did not improve from 0.09398 191/400 [=============>................] - ETA: 2:00 - loss: 0.2026 - dice_coefficient: 0.8681 Epoch 13: loss did not improve from 0.09398 192/400 [=============>................] - ETA: 1:59 - loss: 0.2019 - dice_coefficient: 0.8685 Epoch 13: loss did not improve from 0.09398 193/400 [=============>................] - ETA: 1:59 - loss: 0.2014 - dice_coefficient: 0.8689 Epoch 13: loss did not improve from 0.09398 194/400 [=============>................] - ETA: 1:58 - loss: 0.2009 - dice_coefficient: 0.8693 Epoch 13: loss did not improve from 0.09398 195/400 [=============>................] - ETA: 1:57 - loss: 0.2017 - dice_coefficient: 0.8686 Epoch 13: loss did not improve from 0.09398 196/400 [=============>................] - ETA: 1:57 - loss: 0.2012 - dice_coefficient: 0.8689 Epoch 13: loss did not improve from 0.09398 197/400 [=============>................] - ETA: 1:56 - loss: 0.2013 - dice_coefficient: 0.8687 Epoch 13: loss did not improve from 0.09398 198/400 [=============>................] - ETA: 1:56 - loss: 0.2013 - dice_coefficient: 0.8686 Epoch 13: loss did not improve from 0.09398 199/400 [=============>................] - ETA: 1:55 - loss: 0.2017 - dice_coefficient: 0.8681 Epoch 13: loss did not improve from 0.09398 200/400 [==============>...............] - ETA: 1:55 - loss: 0.2017 - dice_coefficient: 0.8680 Epoch 13: loss did not improve from 0.09398 201/400 [==============>...............] - ETA: 1:54 - loss: 0.2010 - dice_coefficient: 0.8684 Epoch 13: loss did not improve from 0.09398 202/400 [==============>...............] - ETA: 1:53 - loss: 0.2010 - dice_coefficient: 0.8685 Epoch 13: loss did not improve from 0.09398 203/400 [==============>...............] - ETA: 1:53 - loss: 0.2009 - dice_coefficient: 0.8686 Epoch 13: loss did not improve from 0.09398 204/400 [==============>...............] - ETA: 1:52 - loss: 0.2012 - dice_coefficient: 0.8682 Epoch 13: loss did not improve from 0.09398 205/400 [==============>...............] - ETA: 1:52 - loss: 0.2010 - dice_coefficient: 0.8683 Epoch 13: loss did not improve from 0.09398 206/400 [==============>...............] - ETA: 1:51 - loss: 0.2005 - dice_coefficient: 0.8686 Epoch 13: loss did not improve from 0.09398 207/400 [==============>...............] - ETA: 1:50 - loss: 0.2003 - dice_coefficient: 0.8687 Epoch 13: loss did not improve from 0.09398 208/400 [==============>...............] - ETA: 1:50 - loss: 0.2003 - dice_coefficient: 0.8685 Epoch 13: loss did not improve from 0.09398 209/400 [==============>...............] - ETA: 1:49 - loss: 0.2000 - dice_coefficient: 0.8687 Epoch 13: loss did not improve from 0.09398 210/400 [==============>...............] - ETA: 1:49 - loss: 0.1995 - dice_coefficient: 0.8690 Epoch 13: loss did not improve from 0.09398 211/400 [==============>...............] - ETA: 1:48 - loss: 0.1988 - dice_coefficient: 0.8694 Epoch 13: loss did not improve from 0.09398 212/400 [==============>...............] - ETA: 1:48 - loss: 0.1984 - dice_coefficient: 0.8698 Epoch 13: loss did not improve from 0.09398 213/400 [==============>...............] - ETA: 1:47 - loss: 0.1982 - dice_coefficient: 0.8698 Epoch 13: loss did not improve from 0.09398 214/400 [===============>..............] - ETA: 1:46 - loss: 0.1975 - dice_coefficient: 0.8703 Epoch 13: loss did not improve from 0.09398 215/400 [===============>..............] - ETA: 1:46 - loss: 0.1969 - dice_coefficient: 0.8707 Epoch 13: loss did not improve from 0.09398 216/400 [===============>..............] - ETA: 1:45 - loss: 0.1962 - dice_coefficient: 0.8711 Epoch 13: loss did not improve from 0.09398 217/400 [===============>..............] - ETA: 1:45 - loss: 0.1957 - dice_coefficient: 0.8714 Epoch 13: loss did not improve from 0.09398 218/400 [===============>..............] - ETA: 1:44 - loss: 0.1978 - dice_coefficient: 0.8699 Epoch 13: loss did not improve from 0.09398 219/400 [===============>..............] - ETA: 1:44 - loss: 0.1972 - dice_coefficient: 0.8703 Epoch 13: loss did not improve from 0.09398 220/400 [===============>..............] - ETA: 1:43 - loss: 0.1967 - dice_coefficient: 0.8708 Epoch 13: loss did not improve from 0.09398 221/400 [===============>..............] - ETA: 1:42 - loss: 0.1976 - dice_coefficient: 0.8699 Epoch 13: loss did not improve from 0.09398 222/400 [===============>..............] - ETA: 1:42 - loss: 0.1991 - dice_coefficient: 0.8689 Epoch 13: loss did not improve from 0.09398 223/400 [===============>..............] - ETA: 1:41 - loss: 0.1987 - dice_coefficient: 0.8693 Epoch 13: loss did not improve from 0.09398 224/400 [===============>..............] - ETA: 1:41 - loss: 0.1984 - dice_coefficient: 0.8696 Epoch 13: loss did not improve from 0.09398 225/400 [===============>..............] - ETA: 1:40 - loss: 0.1984 - dice_coefficient: 0.8694 Epoch 13: loss did not improve from 0.09398 226/400 [===============>..............] - ETA: 1:40 - loss: 0.1983 - dice_coefficient: 0.8694 Epoch 13: loss did not improve from 0.09398 227/400 [================>.............] - ETA: 1:39 - loss: 0.1979 - dice_coefficient: 0.8697 Epoch 13: loss did not improve from 0.09398 228/400 [================>.............] - ETA: 1:38 - loss: 0.1974 - dice_coefficient: 0.8699 Epoch 13: loss did not improve from 0.09398 229/400 [================>.............] - ETA: 1:38 - loss: 0.1971 - dice_coefficient: 0.8701 Epoch 13: loss did not improve from 0.09398 230/400 [================>.............] - ETA: 1:37 - loss: 0.1970 - dice_coefficient: 0.8702 Epoch 13: loss did not improve from 0.09398 231/400 [================>.............] - ETA: 1:37 - loss: 0.1968 - dice_coefficient: 0.8703 Epoch 13: loss did not improve from 0.09398 232/400 [================>.............] - ETA: 1:36 - loss: 0.1969 - dice_coefficient: 0.8700 Epoch 13: loss did not improve from 0.09398 233/400 [================>.............] - ETA: 1:35 - loss: 0.1966 - dice_coefficient: 0.8703 Epoch 13: loss did not improve from 0.09398 234/400 [================>.............] - ETA: 1:35 - loss: 0.1964 - dice_coefficient: 0.8704 Epoch 13: loss did not improve from 0.09398 235/400 [================>.............] - ETA: 1:34 - loss: 0.1965 - dice_coefficient: 0.8702 Epoch 13: loss did not improve from 0.09398 236/400 [================>.............] - ETA: 1:34 - loss: 0.2645 - dice_coefficient: 0.8665 Epoch 13: loss did not improve from 0.09398 237/400 [================>.............] - ETA: 1:33 - loss: 0.2637 - dice_coefficient: 0.8668 Epoch 13: loss did not improve from 0.09398 238/400 [================>.............] - ETA: 1:33 - loss: 0.2631 - dice_coefficient: 0.8670 Epoch 13: loss did not improve from 0.09398 239/400 [================>.............] - ETA: 1:32 - loss: 0.2625 - dice_coefficient: 0.8673 Epoch 13: loss did not improve from 0.09398 240/400 [=================>............] - ETA: 1:31 - loss: 0.2622 - dice_coefficient: 0.8674 Epoch 13: loss did not improve from 0.09398 241/400 [=================>............] - ETA: 1:31 - loss: 0.2632 - dice_coefficient: 0.8665 Epoch 13: loss did not improve from 0.09398 242/400 [=================>............] - ETA: 1:30 - loss: 0.2629 - dice_coefficient: 0.8664 Epoch 13: loss did not improve from 0.09398 243/400 [=================>............] - ETA: 1:30 - loss: 0.2623 - dice_coefficient: 0.8667 Epoch 13: loss did not improve from 0.09398 244/400 [=================>............] - ETA: 1:29 - loss: 0.2619 - dice_coefficient: 0.8669 Epoch 13: loss did not improve from 0.09398 245/400 [=================>............] - ETA: 1:29 - loss: 0.2617 - dice_coefficient: 0.8667 Epoch 13: loss did not improve from 0.09398 246/400 [=================>............] - ETA: 1:28 - loss: 0.2613 - dice_coefficient: 0.8670 Epoch 13: loss did not improve from 0.09398 247/400 [=================>............] - ETA: 1:27 - loss: 0.2612 - dice_coefficient: 0.8667 Epoch 13: loss did not improve from 0.09398 248/400 [=================>............] - ETA: 1:27 - loss: 0.2609 - dice_coefficient: 0.8670 Epoch 13: loss did not improve from 0.09398 249/400 [=================>............] - ETA: 1:26 - loss: 0.2603 - dice_coefficient: 0.8671 Epoch 13: loss did not improve from 0.09398 250/400 [=================>............] - ETA: 1:26 - loss: 0.2595 - dice_coefficient: 0.8675 Epoch 13: loss did not improve from 0.09398 251/400 [=================>............] - ETA: 1:25 - loss: 0.2589 - dice_coefficient: 0.8677 Epoch 13: loss did not improve from 0.09398 252/400 [=================>............] - ETA: 1:25 - loss: 0.2586 - dice_coefficient: 0.8679 Epoch 13: loss did not improve from 0.09398 253/400 [=================>............] - ETA: 1:24 - loss: 0.2583 - dice_coefficient: 0.8680 Epoch 13: loss did not improve from 0.09398 254/400 [==================>...........] - ETA: 1:23 - loss: 0.2579 - dice_coefficient: 0.8681 Epoch 13: loss did not improve from 0.09398 255/400 [==================>...........] - ETA: 1:23 - loss: 0.2571 - dice_coefficient: 0.8684 Epoch 13: loss did not improve from 0.09398 256/400 [==================>...........] - ETA: 1:22 - loss: 0.2569 - dice_coefficient: 0.8686 Epoch 13: loss did not improve from 0.09398 257/400 [==================>...........] - ETA: 1:22 - loss: 0.2562 - dice_coefficient: 0.8689 Epoch 13: loss did not improve from 0.09398 258/400 [==================>...........] - ETA: 1:21 - loss: 0.2558 - dice_coefficient: 0.8690 Epoch 13: loss did not improve from 0.09398 259/400 [==================>...........] - ETA: 1:21 - loss: 0.2551 - dice_coefficient: 0.8693 Epoch 13: loss did not improve from 0.09398 260/400 [==================>...........] - ETA: 1:20 - loss: 0.2548 - dice_coefficient: 0.8693 Epoch 13: loss did not improve from 0.09398 261/400 [==================>...........] - ETA: 1:19 - loss: 0.2542 - dice_coefficient: 0.8695 Epoch 13: loss did not improve from 0.09398 262/400 [==================>...........] - ETA: 1:19 - loss: 0.2538 - dice_coefficient: 0.8697 Epoch 13: loss did not improve from 0.09398 263/400 [==================>...........] - ETA: 1:18 - loss: 0.2532 - dice_coefficient: 0.8699 Epoch 13: loss did not improve from 0.09398 264/400 [==================>...........] - ETA: 1:18 - loss: 0.2533 - dice_coefficient: 0.8697 Epoch 13: loss did not improve from 0.09398 265/400 [==================>...........] - ETA: 1:17 - loss: 0.2527 - dice_coefficient: 0.8699 Epoch 13: loss did not improve from 0.09398 266/400 [==================>...........] - ETA: 1:17 - loss: 0.2524 - dice_coefficient: 0.8699 Epoch 13: loss did not improve from 0.09398 267/400 [===================>..........] - ETA: 1:16 - loss: 0.2522 - dice_coefficient: 0.8700 Epoch 13: loss did not improve from 0.09398 268/400 [===================>..........] - ETA: 1:15 - loss: 0.2518 - dice_coefficient: 0.8703 Epoch 13: loss did not improve from 0.09398 269/400 [===================>..........] - ETA: 1:15 - loss: 0.2516 - dice_coefficient: 0.8701 Epoch 13: loss did not improve from 0.09398 270/400 [===================>..........] - 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dice_coefficient: 0.8700 Epoch 13: loss did not improve from 0.09398 278/400 [===================>..........] - ETA: 1:10 - loss: 0.2503 - dice_coefficient: 0.8697 Epoch 13: loss did not improve from 0.09398 279/400 [===================>..........] - ETA: 1:09 - loss: 0.2498 - dice_coefficient: 0.8698 Epoch 13: loss did not improve from 0.09398 280/400 [====================>.........] - ETA: 1:09 - loss: 0.2503 - dice_coefficient: 0.8692 Epoch 13: loss did not improve from 0.09398 281/400 [====================>.........] - ETA: 1:08 - loss: 0.2504 - dice_coefficient: 0.8693 Epoch 13: loss did not improve from 0.09398 282/400 [====================>.........] - ETA: 1:07 - loss: 0.2499 - dice_coefficient: 0.8696 Epoch 13: loss did not improve from 0.09398 283/400 [====================>.........] - ETA: 1:07 - loss: 0.2495 - dice_coefficient: 0.8698 Epoch 13: loss did not improve from 0.09398 284/400 [====================>.........] - ETA: 1:06 - loss: 0.2494 - dice_coefficient: 0.8700 Epoch 13: loss did not improve from 0.09398 285/400 [====================>.........] - 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ETA: 39s - loss: 0.2365 - dice_coefficient: 0.8732 Epoch 13: loss did not improve from 0.09398 333/400 [=======================>......] - ETA: 38s - loss: 0.2362 - dice_coefficient: 0.8733 Epoch 13: loss did not improve from 0.09398 334/400 [========================>.....] - ETA: 37s - loss: 0.2358 - dice_coefficient: 0.8735 Epoch 13: loss did not improve from 0.09398 335/400 [========================>.....] - ETA: 37s - loss: 0.2354 - dice_coefficient: 0.8736 Epoch 13: loss did not improve from 0.09398 336/400 [========================>.....] - ETA: 36s - loss: 0.2350 - dice_coefficient: 0.8739 Epoch 13: loss did not improve from 0.09398 337/400 [========================>.....] - ETA: 36s - loss: 0.2345 - dice_coefficient: 0.8741 Epoch 13: loss did not improve from 0.09398 338/400 [========================>.....] - ETA: 35s - loss: 0.2341 - dice_coefficient: 0.8743 Epoch 13: loss did not improve from 0.09398 339/400 [========================>.....] - ETA: 35s - loss: 0.2344 - dice_coefficient: 0.8739 Epoch 13: loss did not improve from 0.09398 340/400 [========================>.....] - 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ETA: 20s - loss: 0.2289 - dice_coefficient: 0.8753 Epoch 13: loss did not improve from 0.09398 365/400 [==========================>...] - ETA: 20s - loss: 0.2288 - dice_coefficient: 0.8753 Epoch 13: loss did not improve from 0.09398 366/400 [==========================>...] - ETA: 19s - loss: 0.2284 - dice_coefficient: 0.8755 Epoch 13: loss did not improve from 0.09398 367/400 [==========================>...] - ETA: 18s - loss: 0.2291 - dice_coefficient: 0.8749 Epoch 13: loss did not improve from 0.09398 368/400 [==========================>...] - ETA: 18s - loss: 0.2287 - dice_coefficient: 0.8750 Epoch 13: loss did not improve from 0.09398 369/400 [==========================>...] - ETA: 17s - loss: 0.2283 - dice_coefficient: 0.8752 Epoch 13: loss did not improve from 0.09398 370/400 [==========================>...] - ETA: 17s - loss: 0.2280 - dice_coefficient: 0.8753 Epoch 13: loss did not improve from 0.09398 371/400 [==========================>...] - ETA: 16s - loss: 0.2291 - dice_coefficient: 0.8746 Epoch 13: loss did not improve from 0.09398 372/400 [==========================>...] - ETA: 16s - loss: 0.2289 - dice_coefficient: 0.8746 Epoch 13: loss did not improve from 0.09398 373/400 [==========================>...] - ETA: 15s - loss: 0.2292 - dice_coefficient: 0.8742 Epoch 13: loss did not improve from 0.09398 374/400 [===========================>..] - ETA: 14s - loss: 0.2288 - dice_coefficient: 0.8745 Epoch 13: loss did not improve from 0.09398 375/400 [===========================>..] - ETA: 14s - loss: 0.2287 - dice_coefficient: 0.8744 Epoch 13: loss did not improve from 0.09398 376/400 [===========================>..] - ETA: 13s - loss: 0.2286 - dice_coefficient: 0.8744 Epoch 13: loss did not improve from 0.09398 377/400 [===========================>..] - ETA: 13s - loss: 0.2283 - dice_coefficient: 0.8746 Epoch 13: loss did not improve from 0.09398 378/400 [===========================>..] - ETA: 12s - loss: 0.2279 - dice_coefficient: 0.8748 Epoch 13: loss did not improve from 0.09398 379/400 [===========================>..] - ETA: 12s - loss: 0.2277 - dice_coefficient: 0.8747 Epoch 13: loss did not improve from 0.09398 380/400 [===========================>..] - ETA: 11s - loss: 0.2275 - dice_coefficient: 0.8748 Epoch 13: loss did not improve from 0.09398 381/400 [===========================>..] - ETA: 10s - loss: 0.2272 - dice_coefficient: 0.8750 Epoch 13: loss did not improve from 0.09398 382/400 [===========================>..] - ETA: 10s - loss: 0.2268 - dice_coefficient: 0.8752 Epoch 13: loss did not improve from 0.09398 383/400 [===========================>..] - ETA: 9s - loss: 0.2264 - dice_coefficient: 0.8754 Epoch 13: loss did not improve from 0.09398 384/400 [===========================>..] - ETA: 9s - loss: 0.2261 - dice_coefficient: 0.8755 Epoch 13: loss did not improve from 0.09398 385/400 [===========================>..] - ETA: 8s - loss: 0.2263 - dice_coefficient: 0.8753 Epoch 13: loss did not improve from 0.09398 386/400 [===========================>..] - ETA: 8s - loss: 0.2267 - dice_coefficient: 0.8750 Epoch 13: loss did not improve from 0.09398 387/400 [============================>.] - ETA: 7s - loss: 0.2266 - dice_coefficient: 0.8749 Epoch 13: loss did not improve from 0.09398 388/400 [============================>.] - ETA: 6s - loss: 0.2263 - dice_coefficient: 0.8750 Epoch 13: loss did not improve from 0.09398 389/400 [============================>.] - ETA: 6s - loss: 0.2260 - dice_coefficient: 0.8751 Epoch 13: loss did not improve from 0.09398 390/400 [============================>.] - ETA: 5s - loss: 0.2258 - dice_coefficient: 0.8752 Epoch 13: loss did not improve from 0.09398 391/400 [============================>.] - ETA: 5s - loss: 0.2255 - dice_coefficient: 0.8753 Epoch 13: loss did not improve from 0.09398 392/400 [============================>.] - ETA: 4s - loss: 0.2255 - dice_coefficient: 0.8752 Epoch 13: loss did not improve from 0.09398 393/400 [============================>.] - ETA: 4s - loss: 0.2252 - dice_coefficient: 0.8753 Epoch 13: loss did not improve from 0.09398 394/400 [============================>.] - ETA: 3s - loss: 0.2249 - dice_coefficient: 0.8754 Epoch 13: loss did not improve from 0.09398 395/400 [============================>.] - ETA: 2s - loss: 0.2245 - dice_coefficient: 0.8756 Epoch 13: loss did not improve from 0.09398 396/400 [============================>.] - ETA: 2s - loss: 0.2244 - dice_coefficient: 0.8756 Epoch 13: loss did not improve from 0.09398 397/400 [============================>.] - ETA: 1s - loss: 0.2244 - dice_coefficient: 0.8755 Epoch 13: loss did not improve from 0.09398 398/400 [============================>.] - ETA: 1s - loss: 0.2242 - dice_coefficient: 0.8755 Epoch 13: loss did not improve from 0.09398 399/400 [============================>.] - ETA: 0s - loss: 0.2243 - dice_coefficient: 0.8754 Epoch 13: loss did not improve from 0.09398 400/400 [==============================] - 231s 577ms/step - loss: 0.2239 - dice_coefficient: 0.8756 - val_loss: 0.7693 - val_dice_coefficient: 0.6199 - lr: 1.0000e-04 Epoch 14/30 Epoch 14: loss did not improve from 0.09398 1/400 [..............................] - ETA: 3:43 - loss: 0.2859 - dice_coefficient: 0.8420 Epoch 14: loss did not improve from 0.09398 2/400 [..............................] - ETA: 3:45 - loss: 0.2030 - dice_coefficient: 0.8755 Epoch 14: loss did not improve from 0.09398 3/400 [..............................] - ETA: 3:47 - loss: 0.2361 - dice_coefficient: 0.8393 Epoch 14: loss did not improve from 0.09398 4/400 [..............................] - ETA: 3:46 - loss: 0.2076 - dice_coefficient: 0.8560 Epoch 14: loss did not improve from 0.09398 5/400 [..............................] - ETA: 3:45 - loss: 0.1976 - dice_coefficient: 0.8628 Epoch 14: loss did not improve from 0.09398 6/400 [..............................] - ETA: 3:45 - loss: 0.2018 - dice_coefficient: 0.8556 Epoch 14: loss did not improve from 0.09398 7/400 [..............................] - ETA: 3:44 - loss: 0.1936 - dice_coefficient: 0.8601 Epoch 14: loss did not improve from 0.09398 8/400 [..............................] - ETA: 3:43 - loss: 0.1805 - dice_coefficient: 0.8702 Epoch 14: loss did not improve from 0.09398 9/400 [..............................] - ETA: 3:43 - loss: 0.1744 - dice_coefficient: 0.8726 Epoch 14: loss did not improve from 0.09398 10/400 [..............................] - ETA: 3:42 - loss: 0.2021 - dice_coefficient: 0.8505 Epoch 14: loss did not improve from 0.09398 11/400 [..............................] - ETA: 3:42 - loss: 0.2007 - dice_coefficient: 0.8535 Epoch 14: loss did not improve from 0.09398 12/400 [..............................] - ETA: 3:41 - loss: 0.1924 - dice_coefficient: 0.8600 Epoch 14: loss did not improve from 0.09398 13/400 [..............................] - ETA: 3:40 - loss: 0.1896 - dice_coefficient: 0.8641 Epoch 14: loss did not improve from 0.09398 14/400 [>.............................] - ETA: 3:40 - loss: 0.1815 - dice_coefficient: 0.8711 Epoch 14: loss did not improve from 0.09398 15/400 [>.............................] - ETA: 3:40 - loss: 0.1780 - dice_coefficient: 0.8745 Epoch 14: loss did not improve from 0.09398 16/400 [>.............................] - ETA: 3:39 - loss: 0.1746 - dice_coefficient: 0.8770 Epoch 14: loss did not improve from 0.09398 17/400 [>.............................] - ETA: 3:38 - loss: 0.1719 - dice_coefficient: 0.8778 Epoch 14: loss did not improve from 0.09398 18/400 [>.............................] - ETA: 3:38 - loss: 0.1690 - dice_coefficient: 0.8798 Epoch 14: loss did not improve from 0.09398 19/400 [>.............................] - ETA: 3:37 - loss: 0.1852 - dice_coefficient: 0.8674 Epoch 14: loss did not improve from 0.09398 20/400 [>.............................] - ETA: 3:36 - loss: 0.1819 - dice_coefficient: 0.8702 Epoch 14: loss did not improve from 0.09398 21/400 [>.............................] - ETA: 3:36 - loss: 0.1782 - dice_coefficient: 0.8740 Epoch 14: loss did not improve from 0.09398 22/400 [>.............................] - ETA: 3:35 - loss: 0.1794 - dice_coefficient: 0.8729 Epoch 14: loss did not improve from 0.09398 23/400 [>.............................] - ETA: 3:35 - loss: 0.1754 - dice_coefficient: 0.8753 Epoch 14: loss did not improve from 0.09398 24/400 [>.............................] - ETA: 3:34 - loss: 0.1730 - dice_coefficient: 0.8783 Epoch 14: loss did not improve from 0.09398 25/400 [>.............................] - ETA: 3:34 - loss: 0.1762 - dice_coefficient: 0.8747 Epoch 14: loss did not improve from 0.09398 26/400 [>.............................] - ETA: 3:33 - loss: 0.1760 - dice_coefficient: 0.8741 Epoch 14: loss did not improve from 0.09398 27/400 [=>............................] - ETA: 3:33 - loss: 0.1732 - dice_coefficient: 0.8768 Epoch 14: loss did not improve from 0.09398 28/400 [=>............................] - ETA: 3:32 - loss: 0.1709 - dice_coefficient: 0.8788 Epoch 14: loss did not improve from 0.09398 29/400 [=>............................] - ETA: 3:32 - loss: 0.1700 - dice_coefficient: 0.8788 Epoch 14: loss did not improve from 0.09398 30/400 [=>............................] - ETA: 3:31 - loss: 0.1683 - dice_coefficient: 0.8797 Epoch 14: loss did not improve from 0.09398 31/400 [=>............................] - ETA: 3:30 - loss: 0.1667 - dice_coefficient: 0.8805 Epoch 14: loss did not improve from 0.09398 32/400 [=>............................] - ETA: 3:30 - loss: 0.1698 - dice_coefficient: 0.8772 Epoch 14: loss did not improve from 0.09398 33/400 [=>............................] - ETA: 3:29 - loss: 0.1695 - dice_coefficient: 0.8770 Epoch 14: loss did not improve from 0.09398 34/400 [=>............................] - ETA: 3:29 - loss: 0.1668 - dice_coefficient: 0.8791 Epoch 14: loss did not improve from 0.09398 35/400 [=>............................] - ETA: 3:28 - loss: 0.1689 - dice_coefficient: 0.8788 Epoch 14: loss did not improve from 0.09398 36/400 [=>............................] - ETA: 3:28 - loss: 0.1670 - dice_coefficient: 0.8804 Epoch 14: loss did not improve from 0.09398 37/400 [=>............................] - ETA: 3:27 - loss: 0.1657 - dice_coefficient: 0.8817 Epoch 14: loss did not improve from 0.09398 38/400 [=>............................] - ETA: 3:27 - loss: 0.1669 - dice_coefficient: 0.8802 Epoch 14: loss did not improve from 0.09398 39/400 [=>............................] - ETA: 3:26 - loss: 0.1652 - dice_coefficient: 0.8816 Epoch 14: loss did not improve from 0.09398 40/400 [==>...........................] - ETA: 3:25 - loss: 0.1625 - dice_coefficient: 0.8838 Epoch 14: loss did not improve from 0.09398 41/400 [==>...........................] - ETA: 3:25 - loss: 0.1601 - dice_coefficient: 0.8856 Epoch 14: loss did not improve from 0.09398 42/400 [==>...........................] - ETA: 3:24 - loss: 0.1613 - dice_coefficient: 0.8847 Epoch 14: loss did not improve from 0.09398 43/400 [==>...........................] - ETA: 3:24 - loss: 0.1595 - dice_coefficient: 0.8865 Epoch 14: loss did not improve from 0.09398 44/400 [==>...........................] - ETA: 3:23 - loss: 0.1572 - dice_coefficient: 0.8883 Epoch 14: loss did not improve from 0.09398 45/400 [==>...........................] - ETA: 3:22 - loss: 0.1555 - dice_coefficient: 0.8899 Epoch 14: loss did not improve from 0.09398 46/400 [==>...........................] - ETA: 3:22 - loss: 0.1555 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 47/400 [==>...........................] - ETA: 3:21 - loss: 0.1546 - dice_coefficient: 0.8911 Epoch 14: loss did not improve from 0.09398 48/400 [==>...........................] - ETA: 3:21 - loss: 0.1549 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 49/400 [==>...........................] - ETA: 3:20 - loss: 0.1543 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 50/400 [==>...........................] - ETA: 3:20 - loss: 0.1528 - dice_coefficient: 0.8922 Epoch 14: loss did not improve from 0.09398 51/400 [==>...........................] - ETA: 3:19 - loss: 0.1508 - dice_coefficient: 0.8937 Epoch 14: loss did not improve from 0.09398 52/400 [==>...........................] - ETA: 3:18 - loss: 0.1495 - dice_coefficient: 0.8947 Epoch 14: loss did not improve from 0.09398 53/400 [==>...........................] - ETA: 3:18 - loss: 0.1482 - dice_coefficient: 0.8957 Epoch 14: loss did not improve from 0.09398 54/400 [===>..........................] - ETA: 3:17 - loss: 0.1481 - dice_coefficient: 0.8966 Epoch 14: loss did not improve from 0.09398 55/400 [===>..........................] - ETA: 3:17 - loss: 0.1472 - dice_coefficient: 0.8973 Epoch 14: loss did not improve from 0.09398 56/400 [===>..........................] - ETA: 3:16 - loss: 0.1456 - dice_coefficient: 0.8987 Epoch 14: loss did not improve from 0.09398 57/400 [===>..........................] - ETA: 3:16 - loss: 0.1460 - dice_coefficient: 0.8983 Epoch 14: loss did not improve from 0.09398 58/400 [===>..........................] - ETA: 3:15 - loss: 0.1464 - dice_coefficient: 0.8985 Epoch 14: loss did not improve from 0.09398 59/400 [===>..........................] - ETA: 3:14 - loss: 0.1459 - dice_coefficient: 0.8988 Epoch 14: loss did not improve from 0.09398 60/400 [===>..........................] - ETA: 3:14 - loss: 0.1452 - dice_coefficient: 0.8992 Epoch 14: loss did not improve from 0.09398 61/400 [===>..........................] - ETA: 3:13 - loss: 0.1442 - dice_coefficient: 0.9000 Epoch 14: loss did not improve from 0.09398 62/400 [===>..........................] - ETA: 3:13 - loss: 0.1448 - dice_coefficient: 0.8999 Epoch 14: loss did not improve from 0.09398 63/400 [===>..........................] - ETA: 3:12 - loss: 0.1459 - dice_coefficient: 0.8986 Epoch 14: loss did not improve from 0.09398 64/400 [===>..........................] - ETA: 3:12 - loss: 0.1456 - dice_coefficient: 0.8987 Epoch 14: loss did not improve from 0.09398 65/400 [===>..........................] - ETA: 3:11 - loss: 0.1444 - dice_coefficient: 0.8996 Epoch 14: loss did not improve from 0.09398 66/400 [===>..........................] - ETA: 3:10 - loss: 0.1447 - dice_coefficient: 0.8992 Epoch 14: loss did not improve from 0.09398 67/400 [====>.........................] - ETA: 3:10 - loss: 0.1443 - dice_coefficient: 0.8998 Epoch 14: loss did not improve from 0.09398 68/400 [====>.........................] - ETA: 3:09 - loss: 0.1436 - dice_coefficient: 0.9003 Epoch 14: loss did not improve from 0.09398 69/400 [====>.........................] - ETA: 3:09 - loss: 0.1444 - dice_coefficient: 0.8995 Epoch 14: loss did not improve from 0.09398 70/400 [====>.........................] - ETA: 3:08 - loss: 0.1443 - dice_coefficient: 0.8996 Epoch 14: loss did not improve from 0.09398 71/400 [====>.........................] - ETA: 3:08 - loss: 0.1442 - dice_coefficient: 0.8996 Epoch 14: loss did not improve from 0.09398 72/400 [====>.........................] - ETA: 3:07 - loss: 0.1462 - dice_coefficient: 0.8978 Epoch 14: loss did not improve from 0.09398 73/400 [====>.........................] - ETA: 3:06 - loss: 0.1469 - dice_coefficient: 0.8971 Epoch 14: loss did not improve from 0.09398 74/400 [====>.........................] - ETA: 3:06 - loss: 0.1483 - dice_coefficient: 0.8963 Epoch 14: loss did not improve from 0.09398 75/400 [====>.........................] - ETA: 3:05 - loss: 0.1487 - dice_coefficient: 0.8960 Epoch 14: loss did not improve from 0.09398 76/400 [====>.........................] - ETA: 3:05 - loss: 0.1480 - dice_coefficient: 0.8967 Epoch 14: loss did not improve from 0.09398 77/400 [====>.........................] - ETA: 3:04 - loss: 0.1474 - dice_coefficient: 0.8972 Epoch 14: loss did not improve from 0.09398 78/400 [====>.........................] - ETA: 3:04 - loss: 0.1469 - dice_coefficient: 0.8976 Epoch 14: loss did not improve from 0.09398 79/400 [====>.........................] - ETA: 3:03 - loss: 0.1482 - dice_coefficient: 0.8968 Epoch 14: loss did not improve from 0.09398 80/400 [=====>........................] - ETA: 3:02 - loss: 0.1480 - dice_coefficient: 0.8971 Epoch 14: loss did not improve from 0.09398 81/400 [=====>........................] - ETA: 3:02 - loss: 0.1476 - dice_coefficient: 0.8976 Epoch 14: loss did not improve from 0.09398 82/400 [=====>........................] - ETA: 3:01 - loss: 0.1493 - dice_coefficient: 0.8973 Epoch 14: loss did not improve from 0.09398 83/400 [=====>........................] - ETA: 3:01 - loss: 0.1485 - dice_coefficient: 0.8981 Epoch 14: loss did not improve from 0.09398 84/400 [=====>........................] - ETA: 3:00 - loss: 0.1483 - dice_coefficient: 0.8981 Epoch 14: loss did not improve from 0.09398 85/400 [=====>........................] - ETA: 3:00 - loss: 0.1482 - dice_coefficient: 0.8983 Epoch 14: loss did not improve from 0.09398 86/400 [=====>........................] - ETA: 2:59 - loss: 0.1474 - dice_coefficient: 0.8988 Epoch 14: loss did not improve from 0.09398 87/400 [=====>........................] - ETA: 2:58 - loss: 0.1502 - dice_coefficient: 0.8968 Epoch 14: loss did not improve from 0.09398 88/400 [=====>........................] - ETA: 2:58 - loss: 0.1501 - dice_coefficient: 0.8969 Epoch 14: loss did not improve from 0.09398 89/400 [=====>........................] - ETA: 2:57 - loss: 0.1496 - dice_coefficient: 0.8972 Epoch 14: loss did not improve from 0.09398 90/400 [=====>........................] - ETA: 2:57 - loss: 0.1507 - dice_coefficient: 0.8962 Epoch 14: loss did not improve from 0.09398 91/400 [=====>........................] - ETA: 2:56 - loss: 0.1513 - dice_coefficient: 0.8955 Epoch 14: loss did not improve from 0.09398 92/400 [=====>........................] - ETA: 2:56 - loss: 0.1508 - dice_coefficient: 0.8957 Epoch 14: loss did not improve from 0.09398 93/400 [=====>........................] - ETA: 2:55 - loss: 0.1507 - dice_coefficient: 0.8961 Epoch 14: loss did not improve from 0.09398 94/400 [======>.......................] - ETA: 2:54 - loss: 0.1508 - dice_coefficient: 0.8959 Epoch 14: loss did not improve from 0.09398 95/400 [======>.......................] - ETA: 2:54 - loss: 0.1497 - dice_coefficient: 0.8967 Epoch 14: loss did not improve from 0.09398 96/400 [======>.......................] - ETA: 2:53 - loss: 0.1495 - dice_coefficient: 0.8972 Epoch 14: loss did not improve from 0.09398 97/400 [======>.......................] - ETA: 2:53 - loss: 0.1497 - dice_coefficient: 0.8971 Epoch 14: loss did not improve from 0.09398 98/400 [======>.......................] - ETA: 2:52 - loss: 0.1501 - dice_coefficient: 0.8968 Epoch 14: loss did not improve from 0.09398 99/400 [======>.......................] - ETA: 2:52 - loss: 0.1531 - dice_coefficient: 0.8943 Epoch 14: loss did not improve from 0.09398 100/400 [======>.......................] - ETA: 2:51 - loss: 0.1543 - dice_coefficient: 0.8931 Epoch 14: loss did not improve from 0.09398 101/400 [======>.......................] - ETA: 2:50 - loss: 0.1545 - dice_coefficient: 0.8932 Epoch 14: loss did not improve from 0.09398 102/400 [======>.......................] - ETA: 2:50 - loss: 0.1545 - dice_coefficient: 0.8929 Epoch 14: loss did not improve from 0.09398 103/400 [======>.......................] - ETA: 2:49 - loss: 0.1544 - dice_coefficient: 0.8933 Epoch 14: loss did not improve from 0.09398 104/400 [======>.......................] - ETA: 2:49 - loss: 0.1549 - dice_coefficient: 0.8926 Epoch 14: loss did not improve from 0.09398 105/400 [======>.......................] - ETA: 2:48 - loss: 0.1555 - dice_coefficient: 0.8926 Epoch 14: loss did not improve from 0.09398 106/400 [======>.......................] - ETA: 2:48 - loss: 0.1554 - dice_coefficient: 0.8930 Epoch 14: loss did not improve from 0.09398 107/400 [=======>......................] - ETA: 2:47 - loss: 0.1551 - dice_coefficient: 0.8933 Epoch 14: loss did not improve from 0.09398 108/400 [=======>......................] - ETA: 2:46 - loss: 0.1544 - dice_coefficient: 0.8936 Epoch 14: loss did not improve from 0.09398 109/400 [=======>......................] - ETA: 2:46 - loss: 0.1567 - dice_coefficient: 0.8931 Epoch 14: loss did not improve from 0.09398 110/400 [=======>......................] - ETA: 2:45 - loss: 0.1571 - dice_coefficient: 0.8928 Epoch 14: loss did not improve from 0.09398 111/400 [=======>......................] - ETA: 2:45 - loss: 0.1580 - dice_coefficient: 0.8918 Epoch 14: loss did not improve from 0.09398 112/400 [=======>......................] - ETA: 2:44 - loss: 0.1577 - dice_coefficient: 0.8921 Epoch 14: loss did not improve from 0.09398 113/400 [=======>......................] - ETA: 2:44 - loss: 0.1575 - dice_coefficient: 0.8924 Epoch 14: loss did not improve from 0.09398 114/400 [=======>......................] - ETA: 2:43 - loss: 0.1570 - dice_coefficient: 0.8929 Epoch 14: loss did not improve from 0.09398 115/400 [=======>......................] - ETA: 2:43 - loss: 0.1572 - dice_coefficient: 0.8927 Epoch 14: loss did not improve from 0.09398 116/400 [=======>......................] - ETA: 2:42 - loss: 0.1566 - dice_coefficient: 0.8933 Epoch 14: loss did not improve from 0.09398 117/400 [=======>......................] - ETA: 2:42 - loss: 0.1583 - dice_coefficient: 0.8918 Epoch 14: loss did not improve from 0.09398 118/400 [=======>......................] - ETA: 2:41 - loss: 0.1574 - dice_coefficient: 0.8924 Epoch 14: loss did not improve from 0.09398 119/400 [=======>......................] - ETA: 2:40 - loss: 0.1578 - dice_coefficient: 0.8921 Epoch 14: loss did not improve from 0.09398 120/400 [========>.....................] - ETA: 2:40 - loss: 0.1579 - dice_coefficient: 0.8923 Epoch 14: loss did not improve from 0.09398 121/400 [========>.....................] - ETA: 2:39 - loss: 0.1580 - dice_coefficient: 0.8920 Epoch 14: loss did not improve from 0.09398 122/400 [========>.....................] - ETA: 2:39 - loss: 0.1574 - dice_coefficient: 0.8923 Epoch 14: loss did not improve from 0.09398 123/400 [========>.....................] - ETA: 2:38 - loss: 0.1581 - dice_coefficient: 0.8917 Epoch 14: loss did not improve from 0.09398 124/400 [========>.....................] - ETA: 2:38 - loss: 0.1578 - dice_coefficient: 0.8921 Epoch 14: loss did not improve from 0.09398 125/400 [========>.....................] - ETA: 2:37 - loss: 0.1572 - dice_coefficient: 0.8926 Epoch 14: loss did not improve from 0.09398 126/400 [========>.....................] - ETA: 2:36 - loss: 0.1565 - dice_coefficient: 0.8930 Epoch 14: loss did not improve from 0.09398 127/400 [========>.....................] - ETA: 2:36 - loss: 0.1565 - dice_coefficient: 0.8929 Epoch 14: loss did not improve from 0.09398 128/400 [========>.....................] - ETA: 2:35 - loss: 0.1560 - dice_coefficient: 0.8933 Epoch 14: loss did not improve from 0.09398 129/400 [========>.....................] - ETA: 2:35 - loss: 0.1573 - dice_coefficient: 0.8921 Epoch 14: loss did not improve from 0.09398 130/400 [========>.....................] - ETA: 2:34 - loss: 0.1571 - dice_coefficient: 0.8922 Epoch 14: loss did not improve from 0.09398 131/400 [========>.....................] - ETA: 2:34 - loss: 0.1564 - dice_coefficient: 0.8927 Epoch 14: loss did not improve from 0.09398 132/400 [========>.....................] - ETA: 2:33 - loss: 0.1558 - dice_coefficient: 0.8933 Epoch 14: loss did not improve from 0.09398 133/400 [========>.....................] - ETA: 2:32 - loss: 0.1559 - dice_coefficient: 0.8931 Epoch 14: loss did not improve from 0.09398 134/400 [=========>....................] - ETA: 2:32 - loss: 0.1557 - dice_coefficient: 0.8933 Epoch 14: loss did not improve from 0.09398 135/400 [=========>....................] - ETA: 2:31 - loss: 0.1549 - dice_coefficient: 0.8938 Epoch 14: loss did not improve from 0.09398 136/400 [=========>....................] - ETA: 2:31 - loss: 0.1555 - dice_coefficient: 0.8935 Epoch 14: loss did not improve from 0.09398 137/400 [=========>....................] - ETA: 2:30 - loss: 0.1558 - dice_coefficient: 0.8934 Epoch 14: loss did not improve from 0.09398 138/400 [=========>....................] - ETA: 2:30 - loss: 0.1561 - dice_coefficient: 0.8933 Epoch 14: loss did not improve from 0.09398 139/400 [=========>....................] - ETA: 2:29 - loss: 0.1561 - dice_coefficient: 0.8931 Epoch 14: loss did not improve from 0.09398 140/400 [=========>....................] - ETA: 2:29 - loss: 0.1559 - dice_coefficient: 0.8935 Epoch 14: loss did not improve from 0.09398 141/400 [=========>....................] - ETA: 2:28 - loss: 0.1555 - dice_coefficient: 0.8938 Epoch 14: loss did not improve from 0.09398 142/400 [=========>....................] - ETA: 2:27 - loss: 0.1549 - dice_coefficient: 0.8942 Epoch 14: loss did not improve from 0.09398 143/400 [=========>....................] - ETA: 2:27 - loss: 0.1543 - dice_coefficient: 0.8947 Epoch 14: loss did not improve from 0.09398 144/400 [=========>....................] - ETA: 2:26 - loss: 0.1547 - dice_coefficient: 0.8942 Epoch 14: loss did not improve from 0.09398 145/400 [=========>....................] - ETA: 2:26 - loss: 0.1547 - dice_coefficient: 0.8942 Epoch 14: loss did not improve from 0.09398 146/400 [=========>....................] - ETA: 2:25 - loss: 0.1556 - dice_coefficient: 0.8936 Epoch 14: loss did not improve from 0.09398 147/400 [==========>...................] - ETA: 2:24 - loss: 0.1553 - dice_coefficient: 0.8938 Epoch 14: loss did not improve from 0.09398 148/400 [==========>...................] - ETA: 2:24 - loss: 0.1550 - dice_coefficient: 0.8939 Epoch 14: loss did not improve from 0.09398 149/400 [==========>...................] - ETA: 2:23 - loss: 0.1546 - dice_coefficient: 0.8941 Epoch 14: loss did not improve from 0.09398 150/400 [==========>...................] - ETA: 2:23 - loss: 0.1545 - dice_coefficient: 0.8942 Epoch 14: loss did not improve from 0.09398 151/400 [==========>...................] - ETA: 2:22 - loss: 0.1543 - dice_coefficient: 0.8946 Epoch 14: loss did not improve from 0.09398 152/400 [==========>...................] - ETA: 2:22 - loss: 0.1540 - dice_coefficient: 0.8949 Epoch 14: loss did not improve from 0.09398 153/400 [==========>...................] - ETA: 2:21 - loss: 0.1541 - dice_coefficient: 0.8952 Epoch 14: loss did not improve from 0.09398 154/400 [==========>...................] - ETA: 2:21 - loss: 0.1535 - dice_coefficient: 0.8956 Epoch 14: loss did not improve from 0.09398 155/400 [==========>...................] - ETA: 2:20 - loss: 0.1531 - dice_coefficient: 0.8960 Epoch 14: loss did not improve from 0.09398 156/400 [==========>...................] - ETA: 2:19 - loss: 0.1535 - dice_coefficient: 0.8958 Epoch 14: loss did not improve from 0.09398 157/400 [==========>...................] - ETA: 2:19 - loss: 0.1535 - dice_coefficient: 0.8955 Epoch 14: loss did not improve from 0.09398 158/400 [==========>...................] - ETA: 2:18 - loss: 0.1533 - dice_coefficient: 0.8955 Epoch 14: loss did not improve from 0.09398 159/400 [==========>...................] - ETA: 2:18 - loss: 0.1532 - dice_coefficient: 0.8957 Epoch 14: loss did not improve from 0.09398 160/400 [===========>..................] - ETA: 2:17 - loss: 0.1530 - dice_coefficient: 0.8958 Epoch 14: loss did not improve from 0.09398 161/400 [===========>..................] - ETA: 2:16 - loss: 0.1523 - dice_coefficient: 0.8963 Epoch 14: loss did not improve from 0.09398 162/400 [===========>..................] - ETA: 2:16 - loss: 0.1526 - dice_coefficient: 0.8961 Epoch 14: loss did not improve from 0.09398 163/400 [===========>..................] - ETA: 2:15 - loss: 0.1523 - dice_coefficient: 0.8964 Epoch 14: loss did not improve from 0.09398 164/400 [===========>..................] - ETA: 2:15 - loss: 0.1520 - dice_coefficient: 0.8966 Epoch 14: loss did not improve from 0.09398 165/400 [===========>..................] - ETA: 2:14 - loss: 0.1516 - dice_coefficient: 0.8969 Epoch 14: loss did not improve from 0.09398 166/400 [===========>..................] - ETA: 2:14 - loss: 0.1513 - dice_coefficient: 0.8972 Epoch 14: loss did not improve from 0.09398 167/400 [===========>..................] - ETA: 2:13 - loss: 0.1511 - dice_coefficient: 0.8975 Epoch 14: loss did not improve from 0.09398 168/400 [===========>..................] - ETA: 2:12 - loss: 0.1509 - dice_coefficient: 0.8977 Epoch 14: loss did not improve from 0.09398 169/400 [===========>..................] - ETA: 2:12 - loss: 0.1509 - dice_coefficient: 0.8976 Epoch 14: loss did not improve from 0.09398 170/400 [===========>..................] - ETA: 2:11 - loss: 0.1505 - dice_coefficient: 0.8979 Epoch 14: loss did not improve from 0.09398 171/400 [===========>..................] - ETA: 2:11 - loss: 0.1520 - dice_coefficient: 0.8970 Epoch 14: loss did not improve from 0.09398 172/400 [===========>..................] - ETA: 2:10 - loss: 0.1520 - dice_coefficient: 0.8968 Epoch 14: loss did not improve from 0.09398 173/400 [===========>..................] - ETA: 2:10 - loss: 0.1519 - dice_coefficient: 0.8970 Epoch 14: loss did not improve from 0.09398 174/400 [============>.................] - ETA: 2:09 - loss: 0.1517 - dice_coefficient: 0.8972 Epoch 14: loss did not improve from 0.09398 175/400 [============>.................] - ETA: 2:08 - loss: 0.1526 - dice_coefficient: 0.8963 Epoch 14: loss did not improve from 0.09398 176/400 [============>.................] - ETA: 2:08 - loss: 0.1544 - dice_coefficient: 0.8950 Epoch 14: loss did not improve from 0.09398 177/400 [============>.................] - ETA: 2:07 - loss: 0.1545 - dice_coefficient: 0.8950 Epoch 14: loss did not improve from 0.09398 178/400 [============>.................] - ETA: 2:07 - loss: 0.2448 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 179/400 [============>.................] - ETA: 2:06 - loss: 0.2438 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 180/400 [============>.................] - ETA: 2:06 - loss: 0.2450 - dice_coefficient: 0.8892 Epoch 14: loss did not improve from 0.09398 181/400 [============>.................] - ETA: 2:05 - loss: 0.2442 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 182/400 [============>.................] - ETA: 2:05 - loss: 0.2434 - dice_coefficient: 0.8896 Epoch 14: loss did not improve from 0.09398 183/400 [============>.................] - ETA: 2:04 - loss: 0.2432 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 184/400 [============>.................] - ETA: 2:03 - loss: 0.2426 - dice_coefficient: 0.8895 Epoch 14: loss did not improve from 0.09398 185/400 [============>.................] - ETA: 2:03 - loss: 0.2420 - dice_coefficient: 0.8896 Epoch 14: loss did not improve from 0.09398 186/400 [============>.................] - ETA: 2:02 - loss: 0.2415 - dice_coefficient: 0.8895 Epoch 14: loss did not improve from 0.09398 187/400 [=============>................] - ETA: 2:02 - loss: 0.2408 - dice_coefficient: 0.8898 Epoch 14: loss did not improve from 0.09398 188/400 [=============>................] - ETA: 2:01 - loss: 0.2399 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 189/400 [=============>................] - 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dice_coefficient: 0.8890 Epoch 14: loss did not improve from 0.09398 197/400 [=============>................] - ETA: 1:56 - loss: 0.2368 - dice_coefficient: 0.8892 Epoch 14: loss did not improve from 0.09398 198/400 [=============>................] - ETA: 1:55 - loss: 0.2364 - dice_coefficient: 0.8892 Epoch 14: loss did not improve from 0.09398 199/400 [=============>................] - ETA: 1:55 - loss: 0.2359 - dice_coefficient: 0.8892 Epoch 14: loss did not improve from 0.09398 200/400 [==============>...............] - ETA: 1:54 - loss: 0.2360 - dice_coefficient: 0.8890 Epoch 14: loss did not improve from 0.09398 201/400 [==============>...............] - ETA: 1:54 - loss: 0.2353 - dice_coefficient: 0.8891 Epoch 14: loss did not improve from 0.09398 202/400 [==============>...............] - ETA: 1:53 - loss: 0.2357 - dice_coefficient: 0.8887 Epoch 14: loss did not improve from 0.09398 203/400 [==============>...............] - ETA: 1:52 - loss: 0.2349 - dice_coefficient: 0.8889 Epoch 14: loss did not improve from 0.09398 204/400 [==============>...............] - ETA: 1:52 - loss: 0.2364 - dice_coefficient: 0.8875 Epoch 14: loss did not improve from 0.09398 205/400 [==============>...............] - ETA: 1:51 - loss: 0.2357 - dice_coefficient: 0.8877 Epoch 14: loss did not improve from 0.09398 206/400 [==============>...............] - ETA: 1:51 - loss: 0.2355 - dice_coefficient: 0.8876 Epoch 14: loss did not improve from 0.09398 207/400 [==============>...............] - ETA: 1:50 - loss: 0.2347 - dice_coefficient: 0.8880 Epoch 14: loss did not improve from 0.09398 208/400 [==============>...............] - ETA: 1:50 - loss: 0.2341 - dice_coefficient: 0.8881 Epoch 14: loss did not improve from 0.09398 209/400 [==============>...............] - ETA: 1:49 - loss: 0.2357 - dice_coefficient: 0.8866 Epoch 14: loss did not improve from 0.09398 210/400 [==============>...............] - ETA: 1:48 - loss: 0.2352 - dice_coefficient: 0.8868 Epoch 14: loss did not improve from 0.09398 211/400 [==============>...............] - ETA: 1:48 - loss: 0.2345 - dice_coefficient: 0.8871 Epoch 14: loss did not improve from 0.09398 212/400 [==============>...............] - ETA: 1:47 - loss: 0.2336 - dice_coefficient: 0.8875 Epoch 14: loss did not improve from 0.09398 213/400 [==============>...............] - ETA: 1:47 - loss: 0.2329 - dice_coefficient: 0.8878 Epoch 14: loss did not improve from 0.09398 214/400 [===============>..............] - ETA: 1:46 - loss: 0.2323 - dice_coefficient: 0.8881 Epoch 14: loss did not improve from 0.09398 215/400 [===============>..............] - ETA: 1:46 - loss: 0.2318 - dice_coefficient: 0.8881 Epoch 14: loss did not improve from 0.09398 216/400 [===============>..............] - ETA: 1:45 - loss: 0.2313 - dice_coefficient: 0.8882 Epoch 14: loss did not improve from 0.09398 217/400 [===============>..............] - ETA: 1:44 - loss: 0.2319 - dice_coefficient: 0.8881 Epoch 14: loss did not improve from 0.09398 218/400 [===============>..............] - ETA: 1:44 - loss: 0.2314 - dice_coefficient: 0.8883 Epoch 14: loss did not improve from 0.09398 219/400 [===============>..............] - ETA: 1:43 - loss: 0.2309 - dice_coefficient: 0.8886 Epoch 14: loss did not improve from 0.09398 220/400 [===============>..............] - ETA: 1:43 - loss: 0.2303 - dice_coefficient: 0.8889 Epoch 14: loss did not improve from 0.09398 221/400 [===============>..............] - ETA: 1:42 - loss: 0.2297 - dice_coefficient: 0.8891 Epoch 14: loss did not improve from 0.09398 222/400 [===============>..............] - ETA: 1:42 - loss: 0.2292 - dice_coefficient: 0.8892 Epoch 14: loss did not improve from 0.09398 223/400 [===============>..............] - ETA: 1:41 - loss: 0.2286 - dice_coefficient: 0.8895 Epoch 14: loss did not improve from 0.09398 224/400 [===============>..............] - ETA: 1:40 - loss: 0.2278 - dice_coefficient: 0.8898 Epoch 14: loss did not improve from 0.09398 225/400 [===============>..............] - ETA: 1:40 - loss: 0.2277 - dice_coefficient: 0.8897 Epoch 14: loss did not improve from 0.09398 226/400 [===============>..............] - ETA: 1:39 - loss: 0.2276 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 227/400 [================>.............] - ETA: 1:39 - loss: 0.2269 - dice_coefficient: 0.8896 Epoch 14: loss did not improve from 0.09398 228/400 [================>.............] - ETA: 1:38 - loss: 0.2273 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 229/400 [================>.............] - ETA: 1:38 - loss: 0.2266 - dice_coefficient: 0.8896 Epoch 14: loss did not improve from 0.09398 230/400 [================>.............] - ETA: 1:37 - loss: 0.2262 - dice_coefficient: 0.8898 Epoch 14: loss did not improve from 0.09398 231/400 [================>.............] - ETA: 1:36 - loss: 0.2258 - dice_coefficient: 0.8901 Epoch 14: loss did not improve from 0.09398 232/400 [================>.............] - ETA: 1:36 - loss: 0.2250 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 233/400 [================>.............] - ETA: 1:35 - loss: 0.2244 - dice_coefficient: 0.8906 Epoch 14: loss did not improve from 0.09398 234/400 [================>.............] - ETA: 1:35 - loss: 0.2239 - dice_coefficient: 0.8908 Epoch 14: loss did not improve from 0.09398 235/400 [================>.............] - ETA: 1:34 - loss: 0.2235 - dice_coefficient: 0.8910 Epoch 14: loss did not improve from 0.09398 236/400 [================>.............] - ETA: 1:34 - loss: 0.2234 - dice_coefficient: 0.8908 Epoch 14: loss did not improve from 0.09398 237/400 [================>.............] - ETA: 1:33 - loss: 0.2230 - dice_coefficient: 0.8909 Epoch 14: loss did not improve from 0.09398 238/400 [================>.............] - ETA: 1:32 - loss: 0.2228 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 239/400 [================>.............] - ETA: 1:32 - loss: 0.2222 - dice_coefficient: 0.8909 Epoch 14: loss did not improve from 0.09398 240/400 [=================>............] - ETA: 1:31 - loss: 0.2220 - dice_coefficient: 0.8909 Epoch 14: loss did not improve from 0.09398 241/400 [=================>............] - ETA: 1:31 - loss: 0.2216 - dice_coefficient: 0.8910 Epoch 14: loss did not improve from 0.09398 242/400 [=================>............] - ETA: 1:30 - loss: 0.2214 - dice_coefficient: 0.8912 Epoch 14: loss did not improve from 0.09398 243/400 [=================>............] - ETA: 1:30 - loss: 0.2209 - dice_coefficient: 0.8914 Epoch 14: loss did not improve from 0.09398 244/400 [=================>............] - ETA: 1:29 - loss: 0.2209 - dice_coefficient: 0.8911 Epoch 14: loss did not improve from 0.09398 245/400 [=================>............] - ETA: 1:28 - loss: 0.2205 - dice_coefficient: 0.8911 Epoch 14: loss did not improve from 0.09398 246/400 [=================>............] - ETA: 1:28 - loss: 0.2198 - dice_coefficient: 0.8914 Epoch 14: loss did not improve from 0.09398 247/400 [=================>............] - ETA: 1:27 - loss: 0.2204 - dice_coefficient: 0.8908 Epoch 14: loss did not improve from 0.09398 248/400 [=================>............] - ETA: 1:27 - loss: 0.2201 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 249/400 [=================>............] - ETA: 1:26 - loss: 0.2208 - dice_coefficient: 0.8899 Epoch 14: loss did not improve from 0.09398 250/400 [=================>............] - ETA: 1:25 - loss: 0.2205 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 251/400 [=================>............] - ETA: 1:25 - loss: 0.2206 - dice_coefficient: 0.8896 Epoch 14: loss did not improve from 0.09398 252/400 [=================>............] - ETA: 1:24 - loss: 0.2205 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 253/400 [=================>............] - ETA: 1:24 - loss: 0.2199 - dice_coefficient: 0.8896 Epoch 14: loss did not improve from 0.09398 254/400 [==================>...........] - ETA: 1:23 - loss: 0.2205 - dice_coefficient: 0.8891 Epoch 14: loss did not improve from 0.09398 255/400 [==================>...........] - ETA: 1:23 - loss: 0.2201 - dice_coefficient: 0.8893 Epoch 14: loss did not improve from 0.09398 256/400 [==================>...........] - ETA: 1:22 - loss: 0.2199 - dice_coefficient: 0.8891 Epoch 14: loss did not improve from 0.09398 257/400 [==================>...........] - ETA: 1:21 - loss: 0.2193 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 258/400 [==================>...........] - ETA: 1:21 - loss: 0.2195 - dice_coefficient: 0.8891 Epoch 14: loss did not improve from 0.09398 259/400 [==================>...........] - ETA: 1:20 - loss: 0.2190 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 260/400 [==================>...........] - ETA: 1:20 - loss: 0.2191 - dice_coefficient: 0.8890 Epoch 14: loss did not improve from 0.09398 261/400 [==================>...........] - ETA: 1:19 - loss: 0.2188 - dice_coefficient: 0.8892 Epoch 14: loss did not improve from 0.09398 262/400 [==================>...........] - ETA: 1:19 - loss: 0.2183 - dice_coefficient: 0.8894 Epoch 14: loss did not improve from 0.09398 263/400 [==================>...........] - ETA: 1:18 - loss: 0.2178 - dice_coefficient: 0.8895 Epoch 14: loss did not improve from 0.09398 264/400 [==================>...........] - 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dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 272/400 [===================>..........] - ETA: 1:13 - loss: 0.2147 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 273/400 [===================>..........] - ETA: 1:12 - loss: 0.2144 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 274/400 [===================>..........] - ETA: 1:12 - loss: 0.2145 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 275/400 [===================>..........] - ETA: 1:11 - loss: 0.2141 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 276/400 [===================>..........] - ETA: 1:11 - loss: 0.2138 - dice_coefficient: 0.8906 Epoch 14: loss did not improve from 0.09398 277/400 [===================>..........] - ETA: 1:10 - loss: 0.2137 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 278/400 [===================>..........] - ETA: 1:09 - loss: 0.2133 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 279/400 [===================>..........] - 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dice_coefficient: 0.8916 Epoch 14: loss did not improve from 0.09398 287/400 [====================>.........] - ETA: 1:04 - loss: 0.2107 - dice_coefficient: 0.8915 Epoch 14: loss did not improve from 0.09398 288/400 [====================>.........] - ETA: 1:04 - loss: 0.2105 - dice_coefficient: 0.8916 Epoch 14: loss did not improve from 0.09398 289/400 [====================>.........] - ETA: 1:03 - loss: 0.2101 - dice_coefficient: 0.8918 Epoch 14: loss did not improve from 0.09398 290/400 [====================>.........] - ETA: 1:03 - loss: 0.2098 - dice_coefficient: 0.8920 Epoch 14: loss did not improve from 0.09398 291/400 [====================>.........] - ETA: 1:02 - loss: 0.2097 - dice_coefficient: 0.8921 Epoch 14: loss did not improve from 0.09398 292/400 [====================>.........] - ETA: 1:01 - loss: 0.2095 - dice_coefficient: 0.8920 Epoch 14: loss did not improve from 0.09398 293/400 [====================>.........] - ETA: 1:01 - loss: 0.2105 - dice_coefficient: 0.8911 Epoch 14: loss did not improve from 0.09398 294/400 [=====================>........] - ETA: 1:00 - loss: 0.2100 - dice_coefficient: 0.8914 Epoch 14: loss did not improve from 0.09398 295/400 [=====================>........] - ETA: 1:00 - loss: 0.2101 - dice_coefficient: 0.8912 Epoch 14: loss did not improve from 0.09398 296/400 [=====================>........] - ETA: 59s - loss: 0.2100 - dice_coefficient: 0.8910 Epoch 14: loss did not improve from 0.09398 297/400 [=====================>........] - ETA: 59s - loss: 0.2097 - dice_coefficient: 0.8911 Epoch 14: loss did not improve from 0.09398 298/400 [=====================>........] - ETA: 58s - loss: 0.2093 - dice_coefficient: 0.8912 Epoch 14: loss did not improve from 0.09398 299/400 [=====================>........] - ETA: 57s - loss: 0.2111 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 300/400 [=====================>........] - ETA: 57s - loss: 0.2109 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 301/400 [=====================>........] - ETA: 56s - loss: 0.2105 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 302/400 [=====================>........] - 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ETA: 37s - loss: 0.2081 - dice_coefficient: 0.8896 Epoch 14: loss did not improve from 0.09398 335/400 [========================>.....] - ETA: 37s - loss: 0.2078 - dice_coefficient: 0.8898 Epoch 14: loss did not improve from 0.09398 336/400 [========================>.....] - ETA: 36s - loss: 0.2074 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 337/400 [========================>.....] - ETA: 36s - loss: 0.2072 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 338/400 [========================>.....] - ETA: 35s - loss: 0.2069 - dice_coefficient: 0.8901 Epoch 14: loss did not improve from 0.09398 339/400 [========================>.....] - ETA: 34s - loss: 0.2066 - dice_coefficient: 0.8901 Epoch 14: loss did not improve from 0.09398 340/400 [========================>.....] - ETA: 34s - loss: 0.2063 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 341/400 [========================>.....] - ETA: 33s - loss: 0.2066 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 342/400 [========================>.....] - ETA: 33s - loss: 0.2071 - dice_coefficient: 0.8895 Epoch 14: loss did not improve from 0.09398 343/400 [========================>.....] - ETA: 32s - loss: 0.2067 - dice_coefficient: 0.8897 Epoch 14: loss did not improve from 0.09398 344/400 [========================>.....] - ETA: 32s - loss: 0.2063 - dice_coefficient: 0.8899 Epoch 14: loss did not improve from 0.09398 345/400 [========================>.....] - ETA: 31s - loss: 0.2059 - dice_coefficient: 0.8900 Epoch 14: loss did not improve from 0.09398 346/400 [========================>.....] - ETA: 30s - loss: 0.2054 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 347/400 [=========================>....] - ETA: 30s - loss: 0.2050 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 348/400 [=========================>....] - ETA: 29s - loss: 0.2052 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 349/400 [=========================>....] - ETA: 29s - loss: 0.2049 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 350/400 [=========================>....] - ETA: 28s - loss: 0.2045 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 351/400 [=========================>....] - ETA: 28s - loss: 0.2043 - dice_coefficient: 0.8906 Epoch 14: loss did not improve from 0.09398 352/400 [=========================>....] - ETA: 27s - loss: 0.2042 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 353/400 [=========================>....] - ETA: 26s - loss: 0.2039 - dice_coefficient: 0.8908 Epoch 14: loss did not improve from 0.09398 354/400 [=========================>....] - ETA: 26s - loss: 0.2043 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 355/400 [=========================>....] - ETA: 25s - loss: 0.2041 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 356/400 [=========================>....] - ETA: 25s - loss: 0.2037 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 357/400 [=========================>....] - ETA: 24s - loss: 0.2036 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 358/400 [=========================>....] - ETA: 24s - loss: 0.2035 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 359/400 [=========================>....] - ETA: 23s - loss: 0.2033 - dice_coefficient: 0.8908 Epoch 14: loss did not improve from 0.09398 360/400 [==========================>...] - ETA: 22s - loss: 0.2030 - dice_coefficient: 0.8910 Epoch 14: loss did not improve from 0.09398 361/400 [==========================>...] - ETA: 22s - loss: 0.2026 - dice_coefficient: 0.8911 Epoch 14: loss did not improve from 0.09398 362/400 [==========================>...] - ETA: 21s - loss: 0.2025 - dice_coefficient: 0.8910 Epoch 14: loss did not improve from 0.09398 363/400 [==========================>...] - ETA: 21s - loss: 0.2031 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 364/400 [==========================>...] - ETA: 20s - loss: 0.2028 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 365/400 [==========================>...] - ETA: 20s - loss: 0.2027 - dice_coefficient: 0.8906 Epoch 14: loss did not improve from 0.09398 366/400 [==========================>...] - ETA: 19s - loss: 0.2027 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 367/400 [==========================>...] - ETA: 18s - loss: 0.2027 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 368/400 [==========================>...] - ETA: 18s - loss: 0.2025 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 369/400 [==========================>...] - ETA: 17s - loss: 0.2023 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 370/400 [==========================>...] - ETA: 17s - loss: 0.2020 - dice_coefficient: 0.8906 Epoch 14: loss did not improve from 0.09398 371/400 [==========================>...] - ETA: 16s - loss: 0.2017 - dice_coefficient: 0.8908 Epoch 14: loss did not improve from 0.09398 372/400 [==========================>...] - ETA: 16s - loss: 0.2022 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 373/400 [==========================>...] - ETA: 15s - loss: 0.2021 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 374/400 [===========================>..] - ETA: 14s - loss: 0.2018 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 375/400 [===========================>..] - ETA: 14s - loss: 0.2015 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 376/400 [===========================>..] - ETA: 13s - loss: 0.2012 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 377/400 [===========================>..] - ETA: 13s - loss: 0.2010 - dice_coefficient: 0.8907 Epoch 14: loss did not improve from 0.09398 378/400 [===========================>..] - ETA: 12s - loss: 0.2020 - dice_coefficient: 0.8899 Epoch 14: loss did not improve from 0.09398 379/400 [===========================>..] - ETA: 12s - loss: 0.2017 - dice_coefficient: 0.8901 Epoch 14: loss did not improve from 0.09398 380/400 [===========================>..] - ETA: 11s - loss: 0.2019 - dice_coefficient: 0.8898 Epoch 14: loss did not improve from 0.09398 381/400 [===========================>..] - ETA: 10s - loss: 0.2016 - dice_coefficient: 0.8899 Epoch 14: loss did not improve from 0.09398 382/400 [===========================>..] - ETA: 10s - loss: 0.2014 - dice_coefficient: 0.8899 Epoch 14: loss did not improve from 0.09398 383/400 [===========================>..] - ETA: 9s - loss: 0.2011 - dice_coefficient: 0.8901 Epoch 14: loss did not improve from 0.09398 384/400 [===========================>..] - ETA: 9s - loss: 0.2007 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 385/400 [===========================>..] - ETA: 8s - loss: 0.2005 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 386/400 [===========================>..] - ETA: 8s - loss: 0.2007 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 387/400 [============================>.] - ETA: 7s - loss: 0.2007 - dice_coefficient: 0.8901 Epoch 14: loss did not improve from 0.09398 388/400 [============================>.] - ETA: 6s - loss: 0.2005 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 389/400 [============================>.] - ETA: 6s - loss: 0.2006 - dice_coefficient: 0.8901 Epoch 14: loss did not improve from 0.09398 390/400 [============================>.] - ETA: 5s - loss: 0.2003 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 391/400 [============================>.] - ETA: 5s - loss: 0.2002 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 392/400 [============================>.] - ETA: 4s - loss: 0.1999 - dice_coefficient: 0.8903 Epoch 14: loss did not improve from 0.09398 393/400 [============================>.] - ETA: 4s - loss: 0.2004 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 394/400 [============================>.] - ETA: 3s - loss: 0.2003 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 395/400 [============================>.] - ETA: 2s - loss: 0.2002 - dice_coefficient: 0.8902 Epoch 14: loss did not improve from 0.09398 396/400 [============================>.] - ETA: 2s - loss: 0.1998 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 397/400 [============================>.] - ETA: 1s - loss: 0.1997 - dice_coefficient: 0.8904 Epoch 14: loss did not improve from 0.09398 398/400 [============================>.] - ETA: 1s - loss: 0.1994 - dice_coefficient: 0.8905 Epoch 14: loss did not improve from 0.09398 399/400 [============================>.] - ETA: 0s - loss: 0.1992 - dice_coefficient: 0.8906 Epoch 14: loss did not improve from 0.09398 400/400 [==============================] - 230s 576ms/step - loss: 0.1988 - dice_coefficient: 0.8908 - val_loss: 0.7500 - val_dice_coefficient: 0.6385 - lr: 1.0000e-04 Epoch 15/30 Epoch 15: loss improved from 0.09398 to 0.07949, saving model to model-0.08.h5 1/400 [..............................] - ETA: 4:43 - loss: 0.0795 - dice_coefficient: 0.9371 Epoch 15: loss improved from 0.07949 to 0.07436, saving model to model-0.07.h5 2/400 [..............................] - ETA: 4:48 - loss: 0.0744 - dice_coefficient: 0.9535 Epoch 15: loss did not improve from 0.07436 3/400 [..............................] - ETA: 4:18 - loss: 0.0918 - dice_coefficient: 0.9406 Epoch 15: loss did not improve from 0.07436 4/400 [..............................] - ETA: 4:10 - loss: 0.0964 - dice_coefficient: 0.9367 Epoch 15: loss did not improve from 0.07436 5/400 [..............................] - ETA: 4:03 - loss: 0.1015 - dice_coefficient: 0.9345 Epoch 15: loss did not improve from 0.07436 6/400 [..............................] - ETA: 3:58 - loss: 0.1276 - dice_coefficient: 0.9168 Epoch 15: loss did not improve from 0.07436 7/400 [..............................] - ETA: 3:56 - loss: 0.1456 - dice_coefficient: 0.9050 Epoch 15: loss did not improve from 0.07436 8/400 [..............................] - ETA: 3:54 - loss: 0.1400 - dice_coefficient: 0.9075 Epoch 15: loss did not improve from 0.07436 9/400 [..............................] - ETA: 3:52 - loss: 0.1310 - dice_coefficient: 0.9136 Epoch 15: loss did not improve from 0.07436 10/400 [..............................] - ETA: 3:50 - loss: 0.1252 - dice_coefficient: 0.9172 Epoch 15: loss did not improve from 0.07436 11/400 [..............................] - ETA: 3:49 - loss: 0.1221 - dice_coefficient: 0.9209 Epoch 15: loss did not improve from 0.07436 12/400 [..............................] - ETA: 3:48 - loss: 0.1249 - dice_coefficient: 0.9186 Epoch 15: loss did not improve from 0.07436 13/400 [..............................] - ETA: 3:47 - loss: 0.1278 - dice_coefficient: 0.9153 Epoch 15: loss did not improve from 0.07436 14/400 [>.............................] - ETA: 3:46 - loss: 0.1269 - dice_coefficient: 0.9165 Epoch 15: loss did not improve from 0.07436 15/400 [>.............................] - ETA: 3:45 - loss: 0.1254 - dice_coefficient: 0.9164 Epoch 15: loss did not improve from 0.07436 16/400 [>.............................] - ETA: 3:44 - loss: 0.1367 - dice_coefficient: 0.9070 Epoch 15: loss did not improve from 0.07436 17/400 [>.............................] - ETA: 3:43 - loss: 0.1336 - dice_coefficient: 0.9084 Epoch 15: loss did not improve from 0.07436 18/400 [>.............................] - ETA: 3:42 - loss: 0.1377 - dice_coefficient: 0.9067 Epoch 15: loss did not improve from 0.07436 19/400 [>.............................] - ETA: 3:42 - loss: 0.1504 - dice_coefficient: 0.8964 Epoch 15: loss did not improve from 0.07436 20/400 [>.............................] - ETA: 3:41 - loss: 0.1541 - dice_coefficient: 0.8975 Epoch 15: loss did not improve from 0.07436 21/400 [>.............................] - ETA: 3:40 - loss: 0.1512 - dice_coefficient: 0.9003 Epoch 15: loss did not improve from 0.07436 22/400 [>.............................] - ETA: 3:39 - loss: 0.1506 - dice_coefficient: 0.9000 Epoch 15: loss did not improve from 0.07436 23/400 [>.............................] - ETA: 3:39 - loss: 0.1464 - dice_coefficient: 0.9030 Epoch 15: loss did not improve from 0.07436 24/400 [>.............................] - ETA: 3:38 - loss: 0.1467 - dice_coefficient: 0.9042 Epoch 15: loss did not improve from 0.07436 25/400 [>.............................] - ETA: 3:37 - loss: 0.1443 - dice_coefficient: 0.9058 Epoch 15: loss did not improve from 0.07436 26/400 [>.............................] - ETA: 3:37 - loss: 0.1546 - dice_coefficient: 0.8977 Epoch 15: loss did not improve from 0.07436 27/400 [=>............................] - ETA: 3:36 - loss: 0.1544 - dice_coefficient: 0.8979 Epoch 15: loss did not improve from 0.07436 28/400 [=>............................] - ETA: 3:35 - loss: 0.1524 - dice_coefficient: 0.8985 Epoch 15: loss did not improve from 0.07436 29/400 [=>............................] - ETA: 3:34 - loss: 0.1546 - dice_coefficient: 0.8964 Epoch 15: loss did not improve from 0.07436 30/400 [=>............................] - ETA: 3:34 - loss: 0.1553 - dice_coefficient: 0.8955 Epoch 15: loss did not improve from 0.07436 31/400 [=>............................] - ETA: 3:33 - loss: 0.1534 - dice_coefficient: 0.8965 Epoch 15: loss did not improve from 0.07436 32/400 [=>............................] - ETA: 3:33 - loss: 0.1585 - dice_coefficient: 0.8916 Epoch 15: loss did not improve from 0.07436 33/400 [=>............................] - ETA: 3:32 - loss: 0.1564 - dice_coefficient: 0.8930 Epoch 15: loss did not improve from 0.07436 34/400 [=>............................] - ETA: 3:31 - loss: 0.1546 - dice_coefficient: 0.8947 Epoch 15: loss did not improve from 0.07436 35/400 [=>............................] - ETA: 3:31 - loss: 0.1548 - dice_coefficient: 0.8938 Epoch 15: loss did not improve from 0.07436 36/400 [=>............................] - ETA: 3:30 - loss: 0.1551 - dice_coefficient: 0.8933 Epoch 15: loss did not improve from 0.07436 37/400 [=>............................] - ETA: 3:29 - loss: 0.1538 - dice_coefficient: 0.8938 Epoch 15: loss did not improve from 0.07436 38/400 [=>............................] - ETA: 3:29 - loss: 0.1522 - dice_coefficient: 0.8947 Epoch 15: loss did not improve from 0.07436 39/400 [=>............................] - ETA: 3:28 - loss: 0.1516 - dice_coefficient: 0.8951 Epoch 15: loss did not improve from 0.07436 40/400 [==>...........................] - ETA: 3:27 - loss: 0.1502 - dice_coefficient: 0.8965 Epoch 15: loss did not improve from 0.07436 41/400 [==>...........................] - ETA: 3:27 - loss: 0.1490 - dice_coefficient: 0.8972 Epoch 15: loss did not improve from 0.07436 42/400 [==>...........................] - ETA: 3:26 - loss: 0.1470 - dice_coefficient: 0.8987 Epoch 15: loss did not improve from 0.07436 43/400 [==>...........................] - ETA: 3:26 - loss: 0.1458 - dice_coefficient: 0.9002 Epoch 15: loss did not improve from 0.07436 44/400 [==>...........................] - ETA: 3:25 - loss: 0.1445 - dice_coefficient: 0.9014 Epoch 15: loss did not improve from 0.07436 45/400 [==>...........................] - ETA: 3:24 - loss: 0.1436 - dice_coefficient: 0.9019 Epoch 15: loss did not improve from 0.07436 46/400 [==>...........................] - ETA: 3:24 - loss: 0.1419 - dice_coefficient: 0.9034 Epoch 15: loss did not improve from 0.07436 47/400 [==>...........................] - ETA: 3:23 - loss: 0.1457 - dice_coefficient: 0.9000 Epoch 15: loss did not improve from 0.07436 48/400 [==>...........................] - ETA: 3:23 - loss: 0.1450 - dice_coefficient: 0.9007 Epoch 15: loss did not improve from 0.07436 49/400 [==>...........................] - ETA: 3:22 - loss: 0.1438 - dice_coefficient: 0.9019 Epoch 15: loss did not improve from 0.07436 50/400 [==>...........................] - ETA: 3:21 - loss: 0.1423 - dice_coefficient: 0.9026 Epoch 15: loss did not improve from 0.07436 51/400 [==>...........................] - ETA: 3:21 - loss: 0.1450 - dice_coefficient: 0.9001 Epoch 15: loss did not improve from 0.07436 52/400 [==>...........................] - ETA: 3:20 - loss: 0.1446 - dice_coefficient: 0.9009 Epoch 15: loss did not improve from 0.07436 53/400 [==>...........................] - ETA: 3:19 - loss: 0.1427 - dice_coefficient: 0.9023 Epoch 15: loss did not improve from 0.07436 54/400 [===>..........................] - ETA: 3:19 - loss: 0.1411 - dice_coefficient: 0.9036 Epoch 15: loss did not improve from 0.07436 55/400 [===>..........................] - ETA: 3:18 - loss: 0.1406 - dice_coefficient: 0.9044 Epoch 15: loss did not improve from 0.07436 56/400 [===>..........................] - ETA: 3:18 - loss: 0.1398 - dice_coefficient: 0.9048 Epoch 15: loss did not improve from 0.07436 57/400 [===>..........................] - ETA: 3:17 - loss: 0.1392 - dice_coefficient: 0.9051 Epoch 15: loss did not improve from 0.07436 58/400 [===>..........................] - ETA: 3:16 - loss: 0.1392 - dice_coefficient: 0.9051 Epoch 15: loss did not improve from 0.07436 59/400 [===>..........................] - ETA: 3:16 - loss: 0.1385 - dice_coefficient: 0.9057 Epoch 15: loss did not improve from 0.07436 60/400 [===>..........................] - ETA: 3:15 - loss: 0.1523 - dice_coefficient: 0.8972 Epoch 15: loss did not improve from 0.07436 61/400 [===>..........................] - ETA: 3:15 - loss: 0.1522 - dice_coefficient: 0.8968 Epoch 15: loss did not improve from 0.07436 62/400 [===>..........................] - ETA: 3:14 - loss: 0.1516 - dice_coefficient: 0.8968 Epoch 15: loss did not improve from 0.07436 63/400 [===>..........................] - ETA: 3:13 - loss: 0.1510 - dice_coefficient: 0.8975 Epoch 15: loss did not improve from 0.07436 64/400 [===>..........................] - ETA: 3:13 - loss: 0.1510 - dice_coefficient: 0.8971 Epoch 15: loss did not improve from 0.07436 65/400 [===>..........................] - ETA: 3:12 - loss: 0.1524 - dice_coefficient: 0.8959 Epoch 15: loss did not improve from 0.07436 66/400 [===>..........................] - ETA: 3:12 - loss: 0.1518 - dice_coefficient: 0.8969 Epoch 15: loss did not improve from 0.07436 67/400 [====>.........................] - ETA: 3:11 - loss: 0.1512 - dice_coefficient: 0.8973 Epoch 15: loss did not improve from 0.07436 68/400 [====>.........................] - ETA: 3:10 - loss: 0.1501 - dice_coefficient: 0.8979 Epoch 15: loss did not improve from 0.07436 69/400 [====>.........................] - ETA: 3:10 - loss: 0.1535 - dice_coefficient: 0.8951 Epoch 15: loss did not improve from 0.07436 70/400 [====>.........................] - ETA: 3:09 - loss: 0.1537 - dice_coefficient: 0.8950 Epoch 15: loss did not improve from 0.07436 71/400 [====>.........................] - ETA: 3:09 - loss: 0.1532 - dice_coefficient: 0.8951 Epoch 15: loss did not improve from 0.07436 72/400 [====>.........................] - ETA: 3:08 - loss: 0.1530 - dice_coefficient: 0.8952 Epoch 15: loss did not improve from 0.07436 73/400 [====>.........................] - ETA: 3:07 - loss: 0.1521 - dice_coefficient: 0.8960 Epoch 15: loss did not improve from 0.07436 74/400 [====>.........................] - ETA: 3:07 - loss: 0.1510 - dice_coefficient: 0.8968 Epoch 15: loss did not improve from 0.07436 75/400 [====>.........................] - ETA: 3:06 - loss: 0.1498 - dice_coefficient: 0.8977 Epoch 15: loss did not improve from 0.07436 76/400 [====>.........................] - ETA: 3:06 - loss: 0.1494 - dice_coefficient: 0.8977 Epoch 15: loss did not improve from 0.07436 77/400 [====>.........................] - ETA: 3:05 - loss: 0.1570 - dice_coefficient: 0.8925 Epoch 15: loss did not improve from 0.07436 78/400 [====>.........................] - ETA: 3:05 - loss: 0.1563 - dice_coefficient: 0.8931 Epoch 15: loss did not improve from 0.07436 79/400 [====>.........................] - ETA: 3:04 - loss: 0.1549 - dice_coefficient: 0.8941 Epoch 15: loss did not improve from 0.07436 80/400 [=====>........................] - ETA: 3:03 - loss: 0.1615 - dice_coefficient: 0.8894 Epoch 15: loss did not improve from 0.07436 81/400 [=====>........................] - ETA: 3:03 - loss: 0.1615 - dice_coefficient: 0.8895 Epoch 15: loss did not improve from 0.07436 82/400 [=====>........................] - ETA: 3:02 - loss: 0.1611 - dice_coefficient: 0.8897 Epoch 15: loss did not improve from 0.07436 83/400 [=====>........................] - ETA: 3:02 - loss: 0.1600 - dice_coefficient: 0.8904 Epoch 15: loss did not improve from 0.07436 84/400 [=====>........................] - ETA: 3:01 - loss: 0.1592 - dice_coefficient: 0.8911 Epoch 15: loss did not improve from 0.07436 85/400 [=====>........................] - ETA: 3:00 - loss: 0.1598 - dice_coefficient: 0.8903 Epoch 15: loss did not improve from 0.07436 86/400 [=====>........................] - ETA: 3:00 - loss: 0.1625 - dice_coefficient: 0.8879 Epoch 15: loss did not improve from 0.07436 87/400 [=====>........................] - ETA: 2:59 - loss: 0.1615 - dice_coefficient: 0.8887 Epoch 15: loss did not improve from 0.07436 88/400 [=====>........................] - ETA: 2:59 - loss: 0.1614 - dice_coefficient: 0.8889 Epoch 15: loss did not improve from 0.07436 89/400 [=====>........................] - ETA: 2:58 - loss: 0.1603 - dice_coefficient: 0.8896 Epoch 15: loss did not improve from 0.07436 90/400 [=====>........................] - ETA: 2:58 - loss: 0.1685 - dice_coefficient: 0.8881 Epoch 15: loss did not improve from 0.07436 91/400 [=====>........................] - ETA: 2:57 - loss: 0.1679 - dice_coefficient: 0.8888 Epoch 15: loss did not improve from 0.07436 92/400 [=====>........................] - ETA: 2:56 - loss: 0.1681 - dice_coefficient: 0.8886 Epoch 15: loss did not improve from 0.07436 93/400 [=====>........................] - ETA: 2:56 - loss: 0.1681 - dice_coefficient: 0.8887 Epoch 15: loss did not improve from 0.07436 94/400 [======>.......................] - ETA: 2:55 - loss: 0.1683 - dice_coefficient: 0.8882 Epoch 15: loss did not improve from 0.07436 95/400 [======>.......................] - ETA: 2:55 - loss: 0.1695 - dice_coefficient: 0.8883 Epoch 15: loss did not improve from 0.07436 96/400 [======>.......................] - ETA: 2:54 - loss: 0.1690 - dice_coefficient: 0.8888 Epoch 15: loss did not improve from 0.07436 97/400 [======>.......................] - ETA: 2:53 - loss: 0.1685 - dice_coefficient: 0.8892 Epoch 15: loss did not improve from 0.07436 98/400 [======>.......................] - ETA: 2:53 - loss: 0.1686 - dice_coefficient: 0.8894 Epoch 15: loss did not improve from 0.07436 99/400 [======>.......................] - ETA: 2:52 - loss: 0.1679 - dice_coefficient: 0.8899 Epoch 15: loss did not improve from 0.07436 100/400 [======>.......................] - ETA: 2:52 - loss: 0.1728 - dice_coefficient: 0.8864 Epoch 15: loss did not improve from 0.07436 101/400 [======>.......................] - ETA: 2:51 - loss: 0.1721 - dice_coefficient: 0.8867 Epoch 15: loss did not improve from 0.07436 102/400 [======>.......................] - ETA: 2:50 - loss: 0.1713 - dice_coefficient: 0.8872 Epoch 15: loss did not improve from 0.07436 103/400 [======>.......................] - ETA: 2:50 - loss: 0.1704 - dice_coefficient: 0.8878 Epoch 15: loss did not improve from 0.07436 104/400 [======>.......................] - ETA: 2:49 - loss: 0.1702 - dice_coefficient: 0.8884 Epoch 15: loss did not improve from 0.07436 105/400 [======>.......................] - ETA: 2:49 - loss: 0.1706 - dice_coefficient: 0.8883 Epoch 15: loss did not improve from 0.07436 106/400 [======>.......................] - ETA: 2:48 - loss: 0.1707 - dice_coefficient: 0.8885 Epoch 15: loss did not improve from 0.07436 107/400 [=======>......................] - ETA: 2:48 - loss: 0.1701 - dice_coefficient: 0.8889 Epoch 15: loss did not improve from 0.07436 108/400 [=======>......................] - ETA: 2:47 - loss: 0.1715 - dice_coefficient: 0.8878 Epoch 15: loss did not improve from 0.07436 109/400 [=======>......................] - ETA: 2:46 - loss: 0.1717 - dice_coefficient: 0.8877 Epoch 15: loss did not improve from 0.07436 110/400 [=======>......................] - ETA: 2:46 - loss: 0.1716 - dice_coefficient: 0.8879 Epoch 15: loss did not improve from 0.07436 111/400 [=======>......................] - ETA: 2:45 - loss: 0.1711 - dice_coefficient: 0.8881 Epoch 15: loss did not improve from 0.07436 112/400 [=======>......................] - ETA: 2:45 - loss: 0.1713 - dice_coefficient: 0.8882 Epoch 15: loss did not improve from 0.07436 113/400 [=======>......................] - ETA: 2:44 - loss: 0.1734 - dice_coefficient: 0.8866 Epoch 15: loss did not improve from 0.07436 114/400 [=======>......................] - ETA: 2:44 - loss: 0.1731 - dice_coefficient: 0.8868 Epoch 15: loss did not improve from 0.07436 115/400 [=======>......................] - ETA: 2:43 - loss: 0.1728 - dice_coefficient: 0.8868 Epoch 15: loss did not improve from 0.07436 116/400 [=======>......................] - ETA: 2:42 - loss: 0.1728 - dice_coefficient: 0.8869 Epoch 15: loss did not improve from 0.07436 117/400 [=======>......................] - ETA: 2:42 - loss: 0.1724 - dice_coefficient: 0.8872 Epoch 15: loss did not improve from 0.07436 118/400 [=======>......................] - ETA: 2:41 - loss: 0.1726 - dice_coefficient: 0.8875 Epoch 15: loss did not improve from 0.07436 119/400 [=======>......................] - ETA: 2:41 - loss: 0.1718 - dice_coefficient: 0.8879 Epoch 15: loss did not improve from 0.07436 120/400 [========>.....................] - ETA: 2:40 - loss: 0.1781 - dice_coefficient: 0.8845 Epoch 15: loss did not improve from 0.07436 121/400 [========>.....................] - ETA: 2:40 - loss: 0.1773 - dice_coefficient: 0.8849 Epoch 15: loss did not improve from 0.07436 122/400 [========>.....................] - ETA: 2:39 - loss: 0.1773 - dice_coefficient: 0.8849 Epoch 15: loss did not improve from 0.07436 123/400 [========>.....................] - ETA: 2:38 - loss: 0.1779 - dice_coefficient: 0.8842 Epoch 15: loss did not improve from 0.07436 124/400 [========>.....................] - ETA: 2:38 - loss: 0.1778 - dice_coefficient: 0.8839 Epoch 15: loss did not improve from 0.07436 125/400 [========>.....................] - ETA: 2:37 - loss: 0.1784 - dice_coefficient: 0.8835 Epoch 15: loss did not improve from 0.07436 126/400 [========>.....................] - ETA: 2:37 - loss: 0.1795 - dice_coefficient: 0.8823 Epoch 15: loss did not improve from 0.07436 127/400 [========>.....................] - ETA: 2:36 - loss: 0.1795 - dice_coefficient: 0.8825 Epoch 15: loss did not improve from 0.07436 128/400 [========>.....................] - ETA: 2:35 - loss: 0.1786 - dice_coefficient: 0.8830 Epoch 15: loss did not improve from 0.07436 129/400 [========>.....................] - ETA: 2:35 - loss: 0.1782 - dice_coefficient: 0.8833 Epoch 15: loss did not improve from 0.07436 130/400 [========>.....................] - ETA: 2:34 - loss: 0.1793 - dice_coefficient: 0.8824 Epoch 15: loss did not improve from 0.07436 131/400 [========>.....................] - ETA: 2:34 - loss: 0.1786 - dice_coefficient: 0.8830 Epoch 15: loss did not improve from 0.07436 132/400 [========>.....................] - ETA: 2:33 - loss: 0.1781 - dice_coefficient: 0.8835 Epoch 15: loss did not improve from 0.07436 133/400 [========>.....................] - ETA: 2:33 - loss: 0.1780 - dice_coefficient: 0.8835 Epoch 15: loss did not improve from 0.07436 134/400 [=========>....................] - ETA: 2:32 - loss: 0.1776 - dice_coefficient: 0.8838 Epoch 15: loss did not improve from 0.07436 135/400 [=========>....................] - ETA: 2:32 - loss: 0.1769 - dice_coefficient: 0.8844 Epoch 15: loss did not improve from 0.07436 136/400 [=========>....................] - ETA: 2:31 - loss: 0.1767 - dice_coefficient: 0.8845 Epoch 15: loss did not improve from 0.07436 137/400 [=========>....................] - ETA: 2:30 - loss: 0.1780 - dice_coefficient: 0.8841 Epoch 15: loss did not improve from 0.07436 138/400 [=========>....................] - ETA: 2:30 - loss: 0.1781 - dice_coefficient: 0.8837 Epoch 15: loss did not improve from 0.07436 139/400 [=========>....................] - ETA: 2:29 - loss: 0.1780 - dice_coefficient: 0.8836 Epoch 15: loss did not improve from 0.07436 140/400 [=========>....................] - ETA: 2:29 - loss: 0.1778 - dice_coefficient: 0.8835 Epoch 15: loss did not improve from 0.07436 141/400 [=========>....................] - ETA: 2:28 - loss: 0.1773 - dice_coefficient: 0.8838 Epoch 15: loss did not improve from 0.07436 142/400 [=========>....................] - ETA: 2:28 - loss: 0.1769 - dice_coefficient: 0.8840 Epoch 15: loss did not improve from 0.07436 143/400 [=========>....................] - ETA: 2:27 - loss: 0.1767 - dice_coefficient: 0.8840 Epoch 15: loss did not improve from 0.07436 144/400 [=========>....................] - ETA: 2:27 - loss: 0.1762 - dice_coefficient: 0.8842 Epoch 15: loss did not improve from 0.07436 145/400 [=========>....................] - ETA: 2:26 - loss: 0.1760 - dice_coefficient: 0.8844 Epoch 15: loss did not improve from 0.07436 146/400 [=========>....................] - ETA: 2:26 - loss: 0.1757 - dice_coefficient: 0.8846 Epoch 15: loss did not improve from 0.07436 147/400 [==========>...................] - ETA: 2:25 - loss: 0.1761 - dice_coefficient: 0.8840 Epoch 15: loss did not improve from 0.07436 148/400 [==========>...................] - ETA: 2:25 - loss: 0.1755 - dice_coefficient: 0.8844 Epoch 15: loss did not improve from 0.07436 149/400 [==========>...................] - ETA: 2:24 - loss: 0.1749 - dice_coefficient: 0.8848 Epoch 15: loss did not improve from 0.07436 150/400 [==========>...................] - ETA: 2:24 - loss: 0.1745 - dice_coefficient: 0.8851 Epoch 15: loss did not improve from 0.07436 151/400 [==========>...................] - ETA: 2:23 - loss: 0.1740 - dice_coefficient: 0.8854 Epoch 15: loss did not improve from 0.07436 152/400 [==========>...................] - ETA: 2:22 - loss: 0.1745 - dice_coefficient: 0.8849 Epoch 15: loss did not improve from 0.07436 153/400 [==========>...................] - ETA: 2:22 - loss: 0.1740 - dice_coefficient: 0.8853 Epoch 15: loss did not improve from 0.07436 154/400 [==========>...................] - ETA: 2:21 - loss: 0.1737 - dice_coefficient: 0.8855 Epoch 15: loss did not improve from 0.07436 155/400 [==========>...................] - ETA: 2:21 - loss: 0.1735 - dice_coefficient: 0.8855 Epoch 15: loss did not improve from 0.07436 156/400 [==========>...................] - ETA: 2:20 - loss: 0.1733 - dice_coefficient: 0.8856 Epoch 15: loss did not improve from 0.07436 157/400 [==========>...................] - ETA: 2:19 - loss: 0.1742 - dice_coefficient: 0.8846 Epoch 15: loss did not improve from 0.07436 158/400 [==========>...................] - ETA: 2:19 - loss: 0.1735 - dice_coefficient: 0.8851 Epoch 15: loss did not improve from 0.07436 159/400 [==========>...................] - ETA: 2:18 - loss: 0.1730 - dice_coefficient: 0.8854 Epoch 15: loss did not improve from 0.07436 160/400 [===========>..................] - ETA: 2:18 - loss: 0.1728 - dice_coefficient: 0.8856 Epoch 15: loss did not improve from 0.07436 161/400 [===========>..................] - ETA: 2:17 - loss: 0.1726 - dice_coefficient: 0.8856 Epoch 15: loss did not improve from 0.07436 162/400 [===========>..................] - ETA: 2:17 - loss: 0.1729 - dice_coefficient: 0.8854 Epoch 15: loss did not improve from 0.07436 163/400 [===========>..................] - ETA: 2:16 - loss: 0.1731 - dice_coefficient: 0.8851 Epoch 15: loss did not improve from 0.07436 164/400 [===========>..................] - ETA: 2:15 - loss: 0.1725 - dice_coefficient: 0.8855 Epoch 15: loss did not improve from 0.07436 165/400 [===========>..................] - ETA: 2:15 - loss: 0.1720 - dice_coefficient: 0.8858 Epoch 15: loss did not improve from 0.07436 166/400 [===========>..................] - ETA: 2:14 - loss: 0.1717 - dice_coefficient: 0.8860 Epoch 15: loss did not improve from 0.07436 167/400 [===========>..................] - ETA: 2:14 - loss: 0.1714 - dice_coefficient: 0.8864 Epoch 15: loss did not improve from 0.07436 168/400 [===========>..................] - ETA: 2:13 - loss: 0.1711 - dice_coefficient: 0.8866 Epoch 15: loss did not improve from 0.07436 169/400 [===========>..................] - ETA: 2:12 - loss: 0.1708 - dice_coefficient: 0.8868 Epoch 15: loss did not improve from 0.07436 170/400 [===========>..................] - ETA: 2:12 - loss: 0.1708 - dice_coefficient: 0.8870 Epoch 15: loss did not improve from 0.07436 171/400 [===========>..................] - ETA: 2:11 - loss: 0.1708 - dice_coefficient: 0.8868 Epoch 15: loss did not improve from 0.07436 172/400 [===========>..................] - ETA: 2:11 - loss: 0.1705 - dice_coefficient: 0.8870 Epoch 15: loss did not improve from 0.07436 173/400 [===========>..................] - ETA: 2:10 - loss: 0.1706 - dice_coefficient: 0.8869 Epoch 15: loss did not improve from 0.07436 174/400 [============>.................] - ETA: 2:10 - loss: 0.1703 - dice_coefficient: 0.8870 Epoch 15: loss did not improve from 0.07436 175/400 [============>.................] - ETA: 2:09 - loss: 0.1698 - dice_coefficient: 0.8874 Epoch 15: loss did not improve from 0.07436 176/400 [============>.................] - ETA: 2:08 - loss: 0.1694 - dice_coefficient: 0.8876 Epoch 15: loss did not improve from 0.07436 177/400 [============>.................] - ETA: 2:08 - loss: 0.1696 - dice_coefficient: 0.8873 Epoch 15: loss did not improve from 0.07436 178/400 [============>.................] - ETA: 2:07 - loss: 0.1690 - dice_coefficient: 0.8878 Epoch 15: loss did not improve from 0.07436 179/400 [============>.................] - ETA: 2:07 - loss: 0.1687 - dice_coefficient: 0.8881 Epoch 15: loss did not improve from 0.07436 180/400 [============>.................] - ETA: 2:06 - loss: 0.1728 - dice_coefficient: 0.8856 Epoch 15: loss did not improve from 0.07436 181/400 [============>.................] - ETA: 2:06 - loss: 0.1725 - dice_coefficient: 0.8858 Epoch 15: loss did not improve from 0.07436 182/400 [============>.................] - ETA: 2:05 - loss: 0.1762 - dice_coefficient: 0.8833 Epoch 15: loss did not improve from 0.07436 183/400 [============>.................] - ETA: 2:04 - loss: 0.1761 - dice_coefficient: 0.8834 Epoch 15: loss did not improve from 0.07436 184/400 [============>.................] - ETA: 2:04 - loss: 0.1755 - dice_coefficient: 0.8838 Epoch 15: loss did not improve from 0.07436 185/400 [============>.................] - ETA: 2:03 - loss: 0.1755 - dice_coefficient: 0.8836 Epoch 15: loss did not improve from 0.07436 186/400 [============>.................] - ETA: 2:03 - loss: 0.1756 - dice_coefficient: 0.8836 Epoch 15: loss did not improve from 0.07436 187/400 [=============>................] - ETA: 2:02 - loss: 0.1756 - dice_coefficient: 0.8837 Epoch 15: loss did not improve from 0.07436 188/400 [=============>................] - ETA: 2:01 - loss: 0.1751 - dice_coefficient: 0.8840 Epoch 15: loss did not improve from 0.07436 189/400 [=============>................] - ETA: 2:01 - loss: 0.1750 - dice_coefficient: 0.8842 Epoch 15: loss did not improve from 0.07436 190/400 [=============>................] - ETA: 2:00 - loss: 0.1752 - dice_coefficient: 0.8838 Epoch 15: loss did not improve from 0.07436 191/400 [=============>................] - ETA: 2:00 - loss: 0.1749 - dice_coefficient: 0.8840 Epoch 15: loss did not improve from 0.07436 192/400 [=============>................] - ETA: 1:59 - loss: 0.1744 - dice_coefficient: 0.8844 Epoch 15: loss did not improve from 0.07436 193/400 [=============>................] - ETA: 1:59 - loss: 0.1744 - dice_coefficient: 0.8842 Epoch 15: loss did not improve from 0.07436 194/400 [=============>................] - ETA: 1:58 - loss: 0.1743 - dice_coefficient: 0.8842 Epoch 15: loss did not improve from 0.07436 195/400 [=============>................] - ETA: 1:57 - loss: 0.1743 - dice_coefficient: 0.8843 Epoch 15: loss did not improve from 0.07436 196/400 [=============>................] - ETA: 1:57 - loss: 0.1737 - dice_coefficient: 0.8847 Epoch 15: loss did not improve from 0.07436 197/400 [=============>................] - ETA: 1:56 - loss: 0.1737 - dice_coefficient: 0.8846 Epoch 15: loss did not improve from 0.07436 198/400 [=============>................] - ETA: 1:56 - loss: 0.1734 - dice_coefficient: 0.8847 Epoch 15: loss did not improve from 0.07436 199/400 [=============>................] - ETA: 1:55 - loss: 0.1730 - dice_coefficient: 0.8850 Epoch 15: loss did not improve from 0.07436 200/400 [==============>...............] - ETA: 1:55 - loss: 0.1757 - dice_coefficient: 0.8831 Epoch 15: loss did not improve from 0.07436 201/400 [==============>...............] - ETA: 1:54 - loss: 0.1758 - dice_coefficient: 0.8832 Epoch 15: loss did not improve from 0.07436 202/400 [==============>...............] - ETA: 1:53 - loss: 0.1758 - dice_coefficient: 0.8834 Epoch 15: loss did not improve from 0.07436 203/400 [==============>...............] - ETA: 1:53 - loss: 0.1754 - dice_coefficient: 0.8836 Epoch 15: loss did not improve from 0.07436 204/400 [==============>...............] - ETA: 1:52 - loss: 0.1811 - dice_coefficient: 0.8807 Epoch 15: loss did not improve from 0.07436 205/400 [==============>...............] - ETA: 1:52 - loss: 0.1808 - dice_coefficient: 0.8808 Epoch 15: loss did not improve from 0.07436 206/400 [==============>...............] - ETA: 1:51 - loss: 0.1818 - dice_coefficient: 0.8799 Epoch 15: loss did not improve from 0.07436 207/400 [==============>...............] - ETA: 1:50 - loss: 0.1819 - dice_coefficient: 0.8801 Epoch 15: loss did not improve from 0.07436 208/400 [==============>...............] - ETA: 1:50 - loss: 0.1816 - dice_coefficient: 0.8804 Epoch 15: loss did not improve from 0.07436 209/400 [==============>...............] - ETA: 1:49 - loss: 0.1812 - dice_coefficient: 0.8806 Epoch 15: loss did not improve from 0.07436 210/400 [==============>...............] - ETA: 1:49 - loss: 0.1817 - dice_coefficient: 0.8800 Epoch 15: loss did not improve from 0.07436 211/400 [==============>...............] - ETA: 1:48 - loss: 0.1819 - dice_coefficient: 0.8797 Epoch 15: loss did not improve from 0.07436 212/400 [==============>...............] - ETA: 1:48 - loss: 0.1815 - dice_coefficient: 0.8799 Epoch 15: loss did not improve from 0.07436 213/400 [==============>...............] - ETA: 1:47 - loss: 0.1812 - dice_coefficient: 0.8801 Epoch 15: loss did not improve from 0.07436 214/400 [===============>..............] - ETA: 1:46 - loss: 0.1812 - dice_coefficient: 0.8800 Epoch 15: loss did not improve from 0.07436 215/400 [===============>..............] - ETA: 1:46 - loss: 0.1813 - dice_coefficient: 0.8799 Epoch 15: loss did not improve from 0.07436 216/400 [===============>..............] - ETA: 1:45 - loss: 0.1808 - dice_coefficient: 0.8802 Epoch 15: loss did not improve from 0.07436 217/400 [===============>..............] - ETA: 1:45 - loss: 0.1808 - dice_coefficient: 0.8800 Epoch 15: loss did not improve from 0.07436 218/400 [===============>..............] - ETA: 1:44 - loss: 0.1804 - dice_coefficient: 0.8804 Epoch 15: loss did not improve from 0.07436 219/400 [===============>..............] - ETA: 1:44 - loss: 0.1802 - dice_coefficient: 0.8806 Epoch 15: loss did not improve from 0.07436 220/400 [===============>..............] - ETA: 1:43 - loss: 0.1798 - dice_coefficient: 0.8809 Epoch 15: loss did not improve from 0.07436 221/400 [===============>..............] - ETA: 1:42 - loss: 0.1804 - dice_coefficient: 0.8806 Epoch 15: loss did not improve from 0.07436 222/400 [===============>..............] - ETA: 1:42 - loss: 0.1813 - dice_coefficient: 0.8806 Epoch 15: loss did not improve from 0.07436 223/400 [===============>..............] - ETA: 1:41 - loss: 0.1810 - dice_coefficient: 0.8809 Epoch 15: loss did not improve from 0.07436 224/400 [===============>..............] - ETA: 1:41 - loss: 0.1811 - dice_coefficient: 0.8811 Epoch 15: loss did not improve from 0.07436 225/400 [===============>..............] - ETA: 1:40 - loss: 0.1809 - dice_coefficient: 0.8811 Epoch 15: loss did not improve from 0.07436 226/400 [===============>..............] - ETA: 1:40 - loss: 0.1806 - dice_coefficient: 0.8814 Epoch 15: loss did not improve from 0.07436 227/400 [================>.............] - ETA: 1:39 - loss: 0.1801 - dice_coefficient: 0.8817 Epoch 15: loss did not improve from 0.07436 228/400 [================>.............] - ETA: 1:38 - loss: 0.1798 - dice_coefficient: 0.8820 Epoch 15: loss did not improve from 0.07436 229/400 [================>.............] - ETA: 1:38 - loss: 0.1797 - dice_coefficient: 0.8820 Epoch 15: loss did not improve from 0.07436 230/400 [================>.............] - ETA: 1:37 - loss: 0.1794 - dice_coefficient: 0.8822 Epoch 15: loss did not improve from 0.07436 231/400 [================>.............] - ETA: 1:37 - loss: 0.1792 - dice_coefficient: 0.8825 Epoch 15: loss did not improve from 0.07436 232/400 [================>.............] - ETA: 1:36 - loss: 0.1790 - dice_coefficient: 0.8825 Epoch 15: loss did not improve from 0.07436 233/400 [================>.............] - ETA: 1:35 - loss: 0.1785 - dice_coefficient: 0.8829 Epoch 15: loss did not improve from 0.07436 234/400 [================>.............] - ETA: 1:35 - loss: 0.1783 - dice_coefficient: 0.8831 Epoch 15: loss did not improve from 0.07436 235/400 [================>.............] - ETA: 1:34 - loss: 0.1782 - dice_coefficient: 0.8833 Epoch 15: loss did not improve from 0.07436 236/400 [================>.............] - ETA: 1:34 - loss: 0.1777 - dice_coefficient: 0.8836 Epoch 15: loss did not improve from 0.07436 237/400 [================>.............] - ETA: 1:33 - loss: 0.1774 - dice_coefficient: 0.8838 Epoch 15: loss did not improve from 0.07436 238/400 [================>.............] - ETA: 1:33 - loss: 0.1771 - dice_coefficient: 0.8840 Epoch 15: loss did not improve from 0.07436 239/400 [================>.............] - ETA: 1:32 - loss: 0.1768 - dice_coefficient: 0.8843 Epoch 15: loss did not improve from 0.07436 240/400 [=================>............] - ETA: 1:31 - loss: 0.2438 - dice_coefficient: 0.8806 Epoch 15: loss did not improve from 0.07436 241/400 [=================>............] - ETA: 1:31 - loss: 0.2430 - dice_coefficient: 0.8809 Epoch 15: loss did not improve from 0.07436 242/400 [=================>............] - ETA: 1:30 - loss: 0.2426 - dice_coefficient: 0.8811 Epoch 15: loss did not improve from 0.07436 243/400 [=================>............] - ETA: 1:30 - loss: 0.2420 - dice_coefficient: 0.8814 Epoch 15: loss did not improve from 0.07436 244/400 [=================>............] - ETA: 1:29 - loss: 0.2415 - dice_coefficient: 0.8817 Epoch 15: loss did not improve from 0.07436 245/400 [=================>............] - ETA: 1:29 - loss: 0.2410 - dice_coefficient: 0.8819 Epoch 15: loss did not improve from 0.07436 246/400 [=================>............] - ETA: 1:28 - loss: 0.2402 - dice_coefficient: 0.8823 Epoch 15: loss did not improve from 0.07436 247/400 [=================>............] - ETA: 1:27 - loss: 0.2396 - dice_coefficient: 0.8826 Epoch 15: loss did not improve from 0.07436 248/400 [=================>............] - ETA: 1:27 - loss: 0.2395 - dice_coefficient: 0.8826 Epoch 15: loss did not improve from 0.07436 249/400 [=================>............] - ETA: 1:26 - loss: 0.2396 - dice_coefficient: 0.8821 Epoch 15: loss did not improve from 0.07436 250/400 [=================>............] - ETA: 1:26 - loss: 0.2399 - dice_coefficient: 0.8816 Epoch 15: loss did not improve from 0.07436 251/400 [=================>............] - ETA: 1:25 - loss: 0.2395 - dice_coefficient: 0.8818 Epoch 15: loss did not improve from 0.07436 252/400 [=================>............] - ETA: 1:25 - loss: 0.2390 - dice_coefficient: 0.8819 Epoch 15: loss did not improve from 0.07436 253/400 [=================>............] - ETA: 1:24 - loss: 0.2384 - dice_coefficient: 0.8822 Epoch 15: loss did not improve from 0.07436 254/400 [==================>...........] - ETA: 1:23 - loss: 0.2381 - dice_coefficient: 0.8822 Epoch 15: loss did not improve from 0.07436 255/400 [==================>...........] - ETA: 1:23 - loss: 0.2376 - dice_coefficient: 0.8823 Epoch 15: loss did not improve from 0.07436 256/400 [==================>...........] - ETA: 1:22 - loss: 0.2370 - dice_coefficient: 0.8825 Epoch 15: loss did not improve from 0.07436 257/400 [==================>...........] - ETA: 1:22 - loss: 0.2368 - dice_coefficient: 0.8825 Epoch 15: loss did not improve from 0.07436 258/400 [==================>...........] - ETA: 1:21 - loss: 0.2364 - dice_coefficient: 0.8826 Epoch 15: loss did not improve from 0.07436 259/400 [==================>...........] - ETA: 1:20 - loss: 0.2359 - dice_coefficient: 0.8827 Epoch 15: loss did not improve from 0.07436 260/400 [==================>...........] - ETA: 1:20 - loss: 0.2359 - dice_coefficient: 0.8826 Epoch 15: loss did not improve from 0.07436 261/400 [==================>...........] - ETA: 1:19 - loss: 0.2354 - dice_coefficient: 0.8828 Epoch 15: loss did not improve from 0.07436 262/400 [==================>...........] - ETA: 1:19 - loss: 0.2351 - dice_coefficient: 0.8828 Epoch 15: loss did not improve from 0.07436 263/400 [==================>...........] - ETA: 1:18 - loss: 0.2352 - dice_coefficient: 0.8826 Epoch 15: loss did not improve from 0.07436 264/400 [==================>...........] - ETA: 1:18 - loss: 0.2352 - dice_coefficient: 0.8827 Epoch 15: loss did not improve from 0.07436 265/400 [==================>...........] - 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ETA: 14s - loss: 0.2048 - dice_coefficient: 0.8910 Epoch 15: loss did not improve from 0.07436 376/400 [===========================>..] - ETA: 14s - loss: 0.2057 - dice_coefficient: 0.8907 Epoch 15: loss did not improve from 0.07436 377/400 [===========================>..] - ETA: 13s - loss: 0.2056 - dice_coefficient: 0.8906 Epoch 15: loss did not improve from 0.07436 378/400 [===========================>..] - ETA: 13s - loss: 0.2054 - dice_coefficient: 0.8907 Epoch 15: loss did not improve from 0.07436 379/400 [===========================>..] - ETA: 12s - loss: 0.2051 - dice_coefficient: 0.8908 Epoch 15: loss did not improve from 0.07436 380/400 [===========================>..] - ETA: 11s - loss: 0.2049 - dice_coefficient: 0.8908 Epoch 15: loss did not improve from 0.07436 381/400 [===========================>..] - ETA: 11s - loss: 0.2047 - dice_coefficient: 0.8908 Epoch 15: loss did not improve from 0.07436 382/400 [===========================>..] - ETA: 10s - loss: 0.2044 - dice_coefficient: 0.8909 Epoch 15: loss did not improve from 0.07436 383/400 [===========================>..] - ETA: 10s - loss: 0.2041 - dice_coefficient: 0.8910 Epoch 15: loss did not improve from 0.07436 384/400 [===========================>..] - ETA: 9s - loss: 0.2047 - dice_coefficient: 0.8904 Epoch 15: loss did not improve from 0.07436 385/400 [===========================>..] - ETA: 8s - loss: 0.2053 - dice_coefficient: 0.8899 Epoch 15: loss did not improve from 0.07436 386/400 [===========================>..] - ETA: 8s - loss: 0.2051 - dice_coefficient: 0.8900 Epoch 15: loss did not improve from 0.07436 387/400 [============================>.] - ETA: 7s - loss: 0.2048 - dice_coefficient: 0.8901 Epoch 15: loss did not improve from 0.07436 388/400 [============================>.] - ETA: 7s - loss: 0.2046 - dice_coefficient: 0.8901 Epoch 15: loss did not improve from 0.07436 389/400 [============================>.] - ETA: 6s - loss: 0.2046 - dice_coefficient: 0.8902 Epoch 15: loss did not improve from 0.07436 390/400 [============================>.] - ETA: 6s - loss: 0.2044 - dice_coefficient: 0.8903 Epoch 15: loss did not improve from 0.07436 391/400 [============================>.] - ETA: 5s - loss: 0.2044 - dice_coefficient: 0.8904 Epoch 15: loss did not improve from 0.07436 392/400 [============================>.] - ETA: 4s - loss: 0.2040 - dice_coefficient: 0.8905 Epoch 15: loss did not improve from 0.07436 393/400 [============================>.] - ETA: 4s - loss: 0.2037 - dice_coefficient: 0.8906 Epoch 15: loss did not improve from 0.07436 394/400 [============================>.] - ETA: 3s - loss: 0.2034 - dice_coefficient: 0.8908 Epoch 15: loss did not improve from 0.07436 395/400 [============================>.] - ETA: 3s - loss: 0.2034 - dice_coefficient: 0.8907 Epoch 15: loss did not improve from 0.07436 396/400 [============================>.] - ETA: 2s - loss: 0.2033 - dice_coefficient: 0.8908 Epoch 15: loss did not improve from 0.07436 397/400 [============================>.] - ETA: 1s - loss: 0.2032 - dice_coefficient: 0.8908 Epoch 15: loss did not improve from 0.07436 398/400 [============================>.] - ETA: 1s - loss: 0.2030 - dice_coefficient: 0.8909 Epoch 15: loss did not improve from 0.07436 399/400 [============================>.] - ETA: 0s - loss: 0.2028 - dice_coefficient: 0.8909 Epoch 15: loss did not improve from 0.07436 400/400 [==============================] - ETA: 0s - loss: 0.2025 - dice_coefficient: 0.8911 Epoch 15: ReduceLROnPlateau reducing learning rate to 1.9999999494757503e-05. 400/400 [==============================] - 244s 610ms/step - loss: 0.2025 - dice_coefficient: 0.8911 - val_loss: 0.7876 - val_dice_coefficient: 0.6214 - lr: 1.0000e-04 Epoch 16/30 Epoch 16: loss did not improve from 0.07436 1/400 [..............................] - ETA: 5:11 - loss: 0.2741 - dice_coefficient: 0.7857 Epoch 16: loss did not improve from 0.07436 2/400 [..............................] - ETA: 5:17 - loss: 0.1902 - dice_coefficient: 0.8564 Epoch 16: loss did not improve from 0.07436 3/400 [..............................] - ETA: 5:08 - loss: 0.2651 - dice_coefficient: 0.7949 Epoch 16: loss did not improve from 0.07436 4/400 [..............................] - ETA: 5:07 - loss: 0.2408 - dice_coefficient: 0.8209 Epoch 16: loss did not improve from 0.07436 5/400 [..............................] - ETA: 5:05 - loss: 0.2254 - dice_coefficient: 0.8299 Epoch 16: loss did not improve from 0.07436 6/400 [..............................] - ETA: 5:05 - loss: 0.2044 - dice_coefficient: 0.8439 Epoch 16: loss did not improve from 0.07436 7/400 [..............................] - ETA: 5:04 - loss: 0.1920 - dice_coefficient: 0.8544 Epoch 16: loss did not improve from 0.07436 8/400 [..............................] - ETA: 5:04 - loss: 0.1904 - dice_coefficient: 0.8573 Epoch 16: loss did not improve from 0.07436 9/400 [..............................] - ETA: 5:03 - loss: 0.1815 - dice_coefficient: 0.8625 Epoch 16: loss did not improve from 0.07436 10/400 [..............................] - ETA: 5:02 - loss: 0.1753 - dice_coefficient: 0.8708 Epoch 16: loss did not improve from 0.07436 11/400 [..............................] - ETA: 5:00 - loss: 0.1658 - dice_coefficient: 0.8779 Epoch 16: loss did not improve from 0.07436 12/400 [..............................] - ETA: 4:59 - loss: 0.1611 - dice_coefficient: 0.8830 Epoch 16: loss did not improve from 0.07436 13/400 [..............................] - ETA: 4:58 - loss: 0.1577 - dice_coefficient: 0.8850 Epoch 16: loss did not improve from 0.07436 14/400 [>.............................] - ETA: 4:57 - loss: 0.1543 - dice_coefficient: 0.8895 Epoch 16: loss did not improve from 0.07436 15/400 [>.............................] - ETA: 4:56 - loss: 0.1497 - dice_coefficient: 0.8926 Epoch 16: loss did not improve from 0.07436 16/400 [>.............................] - ETA: 4:55 - loss: 0.1438 - dice_coefficient: 0.8966 Epoch 16: loss did not improve from 0.07436 17/400 [>.............................] - ETA: 4:54 - loss: 0.1418 - dice_coefficient: 0.8998 Epoch 16: loss did not improve from 0.07436 18/400 [>.............................] - ETA: 4:53 - loss: 0.1399 - dice_coefficient: 0.9011 Epoch 16: loss did not improve from 0.07436 19/400 [>.............................] - ETA: 4:53 - loss: 0.1366 - dice_coefficient: 0.9038 Epoch 16: loss did not improve from 0.07436 20/400 [>.............................] - ETA: 4:52 - loss: 0.1418 - dice_coefficient: 0.9017 Epoch 16: loss did not improve from 0.07436 21/400 [>.............................] - ETA: 4:51 - loss: 0.1541 - dice_coefficient: 0.8930 Epoch 16: loss did not improve from 0.07436 22/400 [>.............................] - ETA: 4:50 - loss: 0.1503 - dice_coefficient: 0.8965 Epoch 16: loss did not improve from 0.07436 23/400 [>.............................] - ETA: 4:50 - loss: 0.1553 - dice_coefficient: 0.8918 Epoch 16: loss did not improve from 0.07436 24/400 [>.............................] - ETA: 4:49 - loss: 0.1582 - dice_coefficient: 0.8882 Epoch 16: loss did not improve from 0.07436 25/400 [>.............................] - ETA: 4:49 - loss: 0.1623 - dice_coefficient: 0.8838 Epoch 16: loss did not improve from 0.07436 26/400 [>.............................] - ETA: 4:48 - loss: 0.1600 - dice_coefficient: 0.8852 Epoch 16: loss did not improve from 0.07436 27/400 [=>............................] - ETA: 4:47 - loss: 0.1568 - dice_coefficient: 0.8880 Epoch 16: loss did not improve from 0.07436 28/400 [=>............................] - ETA: 4:46 - loss: 0.1539 - dice_coefficient: 0.8905 Epoch 16: loss did not improve from 0.07436 29/400 [=>............................] - ETA: 4:45 - loss: 0.1519 - dice_coefficient: 0.8921 Epoch 16: loss did not improve from 0.07436 30/400 [=>............................] - ETA: 4:45 - loss: 0.1511 - dice_coefficient: 0.8927 Epoch 16: loss did not improve from 0.07436 31/400 [=>............................] - ETA: 4:44 - loss: 0.1494 - dice_coefficient: 0.8935 Epoch 16: loss did not improve from 0.07436 32/400 [=>............................] - ETA: 4:43 - loss: 0.1483 - dice_coefficient: 0.8950 Epoch 16: loss did not improve from 0.07436 33/400 [=>............................] - ETA: 4:42 - loss: 0.1464 - dice_coefficient: 0.8962 Epoch 16: loss did not improve from 0.07436 34/400 [=>............................] - ETA: 4:42 - loss: 0.1444 - dice_coefficient: 0.8975 Epoch 16: loss did not improve from 0.07436 35/400 [=>............................] - ETA: 4:41 - loss: 0.1435 - dice_coefficient: 0.8988 Epoch 16: loss did not improve from 0.07436 36/400 [=>............................] - ETA: 4:40 - loss: 0.1434 - dice_coefficient: 0.8989 Epoch 16: loss did not improve from 0.07436 37/400 [=>............................] - ETA: 4:39 - loss: 0.1406 - dice_coefficient: 0.9009 Epoch 16: loss did not improve from 0.07436 38/400 [=>............................] - ETA: 4:39 - loss: 0.1388 - dice_coefficient: 0.9019 Epoch 16: loss did not improve from 0.07436 39/400 [=>............................] - ETA: 4:38 - loss: 0.1448 - dice_coefficient: 0.8973 Epoch 16: loss did not improve from 0.07436 40/400 [==>...........................] - ETA: 4:37 - loss: 0.1462 - dice_coefficient: 0.8965 Epoch 16: loss did not improve from 0.07436 41/400 [==>...........................] - ETA: 4:36 - loss: 0.1443 - dice_coefficient: 0.8978 Epoch 16: loss did not improve from 0.07436 42/400 [==>...........................] - ETA: 4:35 - loss: 0.1433 - dice_coefficient: 0.8983 Epoch 16: loss did not improve from 0.07436 43/400 [==>...........................] - ETA: 4:35 - loss: 0.1431 - dice_coefficient: 0.8984 Epoch 16: loss did not improve from 0.07436 44/400 [==>...........................] - ETA: 4:34 - loss: 0.1434 - dice_coefficient: 0.8980 Epoch 16: loss did not improve from 0.07436 45/400 [==>...........................] - ETA: 4:33 - loss: 0.1438 - dice_coefficient: 0.8975 Epoch 16: loss did not improve from 0.07436 46/400 [==>...........................] - ETA: 4:33 - loss: 0.1430 - dice_coefficient: 0.8984 Epoch 16: loss did not improve from 0.07436 47/400 [==>...........................] - ETA: 4:32 - loss: 0.1425 - dice_coefficient: 0.8989 Epoch 16: loss did not improve from 0.07436 48/400 [==>...........................] - ETA: 4:31 - loss: 0.1420 - dice_coefficient: 0.8994 Epoch 16: loss did not improve from 0.07436 49/400 [==>...........................] - ETA: 4:30 - loss: 0.1421 - dice_coefficient: 0.8989 Epoch 16: loss did not improve from 0.07436 50/400 [==>...........................] - ETA: 4:29 - loss: 0.1425 - dice_coefficient: 0.8984 Epoch 16: loss did not improve from 0.07436 51/400 [==>...........................] - ETA: 4:29 - loss: 0.1407 - dice_coefficient: 0.8996 Epoch 16: loss did not improve from 0.07436 52/400 [==>...........................] - ETA: 4:28 - loss: 0.1399 - dice_coefficient: 0.9002 Epoch 16: loss did not improve from 0.07436 53/400 [==>...........................] - ETA: 4:27 - loss: 0.1406 - dice_coefficient: 0.8993 Epoch 16: loss did not improve from 0.07436 54/400 [===>..........................] - ETA: 4:26 - loss: 0.1389 - dice_coefficient: 0.9006 Epoch 16: loss did not improve from 0.07436 55/400 [===>..........................] - ETA: 4:25 - loss: 0.1383 - dice_coefficient: 0.9011 Epoch 16: loss did not improve from 0.07436 56/400 [===>..........................] - ETA: 4:25 - loss: 0.1382 - dice_coefficient: 0.9012 Epoch 16: loss did not improve from 0.07436 57/400 [===>..........................] - ETA: 4:24 - loss: 0.1381 - dice_coefficient: 0.9020 Epoch 16: loss did not improve from 0.07436 58/400 [===>..........................] - ETA: 4:23 - loss: 0.1419 - dice_coefficient: 0.8986 Epoch 16: loss did not improve from 0.07436 59/400 [===>..........................] - ETA: 4:22 - loss: 0.1406 - dice_coefficient: 0.8997 Epoch 16: loss did not improve from 0.07436 60/400 [===>..........................] - ETA: 4:21 - loss: 0.1402 - dice_coefficient: 0.8999 Epoch 16: loss did not improve from 0.07436 61/400 [===>..........................] - ETA: 4:21 - loss: 0.1401 - dice_coefficient: 0.8997 Epoch 16: loss did not improve from 0.07436 62/400 [===>..........................] - ETA: 4:20 - loss: 0.1395 - dice_coefficient: 0.9003 Epoch 16: loss did not improve from 0.07436 63/400 [===>..........................] - ETA: 4:19 - loss: 0.1391 - dice_coefficient: 0.9003 Epoch 16: loss did not improve from 0.07436 64/400 [===>..........................] - ETA: 4:18 - loss: 0.1389 - dice_coefficient: 0.9006 Epoch 16: loss did not improve from 0.07436 65/400 [===>..........................] - ETA: 4:18 - loss: 0.1385 - dice_coefficient: 0.9015 Epoch 16: loss did not improve from 0.07436 66/400 [===>..........................] - ETA: 4:17 - loss: 0.1390 - dice_coefficient: 0.9008 Epoch 16: loss did not improve from 0.07436 67/400 [====>.........................] - ETA: 4:16 - loss: 0.1424 - dice_coefficient: 0.8982 Epoch 16: loss did not improve from 0.07436 68/400 [====>.........................] - ETA: 4:15 - loss: 0.1427 - dice_coefficient: 0.8979 Epoch 16: loss did not improve from 0.07436 69/400 [====>.........................] - ETA: 4:14 - loss: 0.1437 - dice_coefficient: 0.8969 Epoch 16: loss did not improve from 0.07436 70/400 [====>.........................] - ETA: 4:14 - loss: 0.1428 - dice_coefficient: 0.8977 Epoch 16: loss did not improve from 0.07436 71/400 [====>.........................] - ETA: 4:13 - loss: 0.1465 - dice_coefficient: 0.8946 Epoch 16: loss did not improve from 0.07436 72/400 [====>.........................] - ETA: 4:12 - loss: 0.1455 - dice_coefficient: 0.8954 Epoch 16: loss did not improve from 0.07436 73/400 [====>.........................] - ETA: 4:11 - loss: 0.1453 - dice_coefficient: 0.8954 Epoch 16: loss did not improve from 0.07436 74/400 [====>.........................] - ETA: 4:10 - loss: 0.1446 - dice_coefficient: 0.8958 Epoch 16: loss did not improve from 0.07436 75/400 [====>.........................] - ETA: 4:10 - loss: 0.1451 - dice_coefficient: 0.8954 Epoch 16: loss did not improve from 0.07436 76/400 [====>.........................] - ETA: 4:09 - loss: 0.1444 - dice_coefficient: 0.8958 Epoch 16: loss did not improve from 0.07436 77/400 [====>.........................] - ETA: 4:08 - loss: 0.1433 - dice_coefficient: 0.8965 Epoch 16: loss did not improve from 0.07436 78/400 [====>.........................] - ETA: 4:07 - loss: 0.1433 - dice_coefficient: 0.8963 Epoch 16: loss did not improve from 0.07436 79/400 [====>.........................] - ETA: 4:06 - loss: 0.1420 - dice_coefficient: 0.8973 Epoch 16: loss did not improve from 0.07436 80/400 [=====>........................] - ETA: 4:06 - loss: 0.1419 - dice_coefficient: 0.8978 Epoch 16: loss did not improve from 0.07436 81/400 [=====>........................] - ETA: 4:05 - loss: 0.1424 - dice_coefficient: 0.8976 Epoch 16: loss did not improve from 0.07436 82/400 [=====>........................] - ETA: 4:04 - loss: 0.1416 - dice_coefficient: 0.8983 Epoch 16: loss did not improve from 0.07436 83/400 [=====>........................] - ETA: 4:03 - loss: 0.1425 - dice_coefficient: 0.8974 Epoch 16: loss did not improve from 0.07436 84/400 [=====>........................] - ETA: 4:02 - loss: 0.1424 - dice_coefficient: 0.8972 Epoch 16: loss did not improve from 0.07436 85/400 [=====>........................] - ETA: 4:02 - loss: 0.1413 - dice_coefficient: 0.8980 Epoch 16: loss did not improve from 0.07436 86/400 [=====>........................] - ETA: 4:01 - loss: 0.1402 - dice_coefficient: 0.8988 Epoch 16: loss did not improve from 0.07436 87/400 [=====>........................] - ETA: 4:00 - loss: 0.1406 - dice_coefficient: 0.8982 Epoch 16: loss did not improve from 0.07436 88/400 [=====>........................] - ETA: 3:59 - loss: 0.1404 - dice_coefficient: 0.8984 Epoch 16: loss did not improve from 0.07436 89/400 [=====>........................] - ETA: 3:58 - loss: 0.1406 - dice_coefficient: 0.8987 Epoch 16: loss did not improve from 0.07436 90/400 [=====>........................] - ETA: 3:58 - loss: 0.1402 - dice_coefficient: 0.8990 Epoch 16: loss did not improve from 0.07436 91/400 [=====>........................] - ETA: 3:57 - loss: 0.1395 - dice_coefficient: 0.8996 Epoch 16: loss did not improve from 0.07436 92/400 [=====>........................] - ETA: 3:56 - loss: 0.1389 - dice_coefficient: 0.9001 Epoch 16: loss did not improve from 0.07436 93/400 [=====>........................] - ETA: 3:56 - loss: 0.1387 - dice_coefficient: 0.9004 Epoch 16: loss did not improve from 0.07436 94/400 [======>.......................] - ETA: 3:55 - loss: 0.1388 - dice_coefficient: 0.9001 Epoch 16: loss did not improve from 0.07436 95/400 [======>.......................] - ETA: 3:54 - loss: 0.1379 - dice_coefficient: 0.9008 Epoch 16: loss did not improve from 0.07436 96/400 [======>.......................] - ETA: 3:54 - loss: 0.1379 - dice_coefficient: 0.9009 Epoch 16: loss did not improve from 0.07436 97/400 [======>.......................] - ETA: 3:53 - loss: 0.1381 - dice_coefficient: 0.9005 Epoch 16: loss did not improve from 0.07436 98/400 [======>.......................] - ETA: 3:52 - loss: 0.1377 - dice_coefficient: 0.9010 Epoch 16: loss did not improve from 0.07436 99/400 [======>.......................] - ETA: 3:51 - loss: 0.1382 - dice_coefficient: 0.9005 Epoch 16: loss did not improve from 0.07436 100/400 [======>.......................] - ETA: 3:50 - loss: 0.1384 - dice_coefficient: 0.9002 Epoch 16: loss did not improve from 0.07436 101/400 [======>.......................] - ETA: 3:50 - loss: 0.1388 - dice_coefficient: 0.9005 Epoch 16: loss did not improve from 0.07436 102/400 [======>.......................] - ETA: 3:49 - loss: 0.1389 - dice_coefficient: 0.9001 Epoch 16: loss did not improve from 0.07436 103/400 [======>.......................] - ETA: 3:48 - loss: 0.1414 - dice_coefficient: 0.8981 Epoch 16: loss did not improve from 0.07436 104/400 [======>.......................] - ETA: 3:47 - loss: 0.1411 - dice_coefficient: 0.8982 Epoch 16: loss did not improve from 0.07436 105/400 [======>.......................] - ETA: 3:47 - loss: 0.1406 - dice_coefficient: 0.8985 Epoch 16: loss did not improve from 0.07436 106/400 [======>.......................] - ETA: 3:46 - loss: 0.1405 - dice_coefficient: 0.8984 Epoch 16: loss did not improve from 0.07436 107/400 [=======>......................] - ETA: 3:45 - loss: 0.1400 - dice_coefficient: 0.8988 Epoch 16: loss did not improve from 0.07436 108/400 [=======>......................] - ETA: 3:44 - loss: 0.1400 - dice_coefficient: 0.8989 Epoch 16: loss did not improve from 0.07436 109/400 [=======>......................] - ETA: 3:44 - loss: 0.1395 - dice_coefficient: 0.8993 Epoch 16: loss did not improve from 0.07436 110/400 [=======>......................] - ETA: 3:43 - loss: 0.1390 - dice_coefficient: 0.8998 Epoch 16: loss did not improve from 0.07436 111/400 [=======>......................] - ETA: 3:42 - loss: 0.1391 - dice_coefficient: 0.8998 Epoch 16: loss did not improve from 0.07436 112/400 [=======>......................] - ETA: 3:41 - loss: 0.1386 - dice_coefficient: 0.9004 Epoch 16: loss did not improve from 0.07436 113/400 [=======>......................] - ETA: 3:41 - loss: 0.1383 - dice_coefficient: 0.9007 Epoch 16: loss did not improve from 0.07436 114/400 [=======>......................] - ETA: 3:40 - loss: 0.1383 - dice_coefficient: 0.9007 Epoch 16: loss did not improve from 0.07436 115/400 [=======>......................] - ETA: 3:39 - loss: 0.1376 - dice_coefficient: 0.9012 Epoch 16: loss did not improve from 0.07436 116/400 [=======>......................] - ETA: 3:38 - loss: 0.1371 - dice_coefficient: 0.9016 Epoch 16: loss did not improve from 0.07436 117/400 [=======>......................] - ETA: 3:38 - loss: 0.1368 - dice_coefficient: 0.9019 Epoch 16: loss did not improve from 0.07436 118/400 [=======>......................] - ETA: 3:37 - loss: 0.1363 - dice_coefficient: 0.9022 Epoch 16: loss did not improve from 0.07436 119/400 [=======>......................] - ETA: 3:36 - loss: 0.1373 - dice_coefficient: 0.9023 Epoch 16: loss did not improve from 0.07436 120/400 [========>.....................] - ETA: 3:35 - loss: 0.1370 - dice_coefficient: 0.9025 Epoch 16: loss did not improve from 0.07436 121/400 [========>.....................] - ETA: 3:34 - loss: 0.1364 - dice_coefficient: 0.9029 Epoch 16: loss did not improve from 0.07436 122/400 [========>.....................] - ETA: 3:34 - loss: 0.1358 - dice_coefficient: 0.9035 Epoch 16: loss did not improve from 0.07436 123/400 [========>.....................] - ETA: 3:33 - loss: 0.1354 - dice_coefficient: 0.9037 Epoch 16: loss did not improve from 0.07436 124/400 [========>.....................] - ETA: 3:32 - loss: 0.1349 - dice_coefficient: 0.9043 Epoch 16: loss did not improve from 0.07436 125/400 [========>.....................] - ETA: 3:31 - loss: 0.1342 - dice_coefficient: 0.9049 Epoch 16: loss did not improve from 0.07436 126/400 [========>.....................] - ETA: 3:31 - loss: 0.1340 - dice_coefficient: 0.9052 Epoch 16: loss did not improve from 0.07436 127/400 [========>.....................] - ETA: 3:30 - loss: 0.1343 - dice_coefficient: 0.9052 Epoch 16: loss did not improve from 0.07436 128/400 [========>.....................] - ETA: 3:29 - loss: 0.1336 - dice_coefficient: 0.9057 Epoch 16: loss did not improve from 0.07436 129/400 [========>.....................] - ETA: 3:28 - loss: 0.1332 - dice_coefficient: 0.9059 Epoch 16: loss did not improve from 0.07436 130/400 [========>.....................] - ETA: 3:28 - loss: 0.1325 - dice_coefficient: 0.9063 Epoch 16: loss did not improve from 0.07436 131/400 [========>.....................] - ETA: 3:27 - loss: 0.1325 - dice_coefficient: 0.9064 Epoch 16: loss did not improve from 0.07436 132/400 [========>.....................] - ETA: 3:26 - loss: 0.1320 - dice_coefficient: 0.9068 Epoch 16: loss did not improve from 0.07436 133/400 [========>.....................] - ETA: 3:25 - loss: 0.1314 - dice_coefficient: 0.9073 Epoch 16: loss did not improve from 0.07436 134/400 [=========>....................] - ETA: 3:25 - loss: 0.1312 - dice_coefficient: 0.9074 Epoch 16: loss did not improve from 0.07436 135/400 [=========>....................] - ETA: 3:24 - loss: 0.1308 - dice_coefficient: 0.9078 Epoch 16: loss did not improve from 0.07436 136/400 [=========>....................] - ETA: 3:23 - loss: 0.1301 - dice_coefficient: 0.9083 Epoch 16: loss did not improve from 0.07436 137/400 [=========>....................] - ETA: 3:22 - loss: 0.1298 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 138/400 [=========>....................] - ETA: 3:21 - loss: 0.1297 - dice_coefficient: 0.9087 Epoch 16: loss did not improve from 0.07436 139/400 [=========>....................] - ETA: 3:21 - loss: 0.1294 - dice_coefficient: 0.9090 Epoch 16: loss did not improve from 0.07436 140/400 [=========>....................] - ETA: 3:20 - loss: 0.1297 - dice_coefficient: 0.9089 Epoch 16: loss did not improve from 0.07436 141/400 [=========>....................] - ETA: 3:19 - loss: 0.1295 - dice_coefficient: 0.9090 Epoch 16: loss did not improve from 0.07436 142/400 [=========>....................] - ETA: 3:18 - loss: 0.1294 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 143/400 [=========>....................] - ETA: 3:18 - loss: 0.1289 - dice_coefficient: 0.9095 Epoch 16: loss did not improve from 0.07436 144/400 [=========>....................] - ETA: 3:17 - loss: 0.1284 - dice_coefficient: 0.9097 Epoch 16: loss did not improve from 0.07436 145/400 [=========>....................] - ETA: 3:16 - loss: 0.1294 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 146/400 [=========>....................] - ETA: 3:15 - loss: 0.1290 - dice_coefficient: 0.9095 Epoch 16: loss did not improve from 0.07436 147/400 [==========>...................] - ETA: 3:15 - loss: 0.1285 - dice_coefficient: 0.9099 Epoch 16: loss did not improve from 0.07436 148/400 [==========>...................] - ETA: 3:14 - loss: 0.1282 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 149/400 [==========>...................] - ETA: 3:13 - loss: 0.1308 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 150/400 [==========>...................] - ETA: 3:12 - loss: 0.1305 - dice_coefficient: 0.9082 Epoch 16: loss did not improve from 0.07436 151/400 [==========>...................] - ETA: 3:11 - loss: 0.1313 - dice_coefficient: 0.9077 Epoch 16: loss did not improve from 0.07436 152/400 [==========>...................] - ETA: 3:11 - loss: 0.1312 - dice_coefficient: 0.9078 Epoch 16: loss did not improve from 0.07436 153/400 [==========>...................] - ETA: 3:10 - loss: 0.1308 - dice_coefficient: 0.9081 Epoch 16: loss did not improve from 0.07436 154/400 [==========>...................] - ETA: 3:09 - loss: 0.1303 - dice_coefficient: 0.9083 Epoch 16: loss did not improve from 0.07436 155/400 [==========>...................] - ETA: 3:08 - loss: 0.1300 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 156/400 [==========>...................] - ETA: 3:08 - loss: 0.1300 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 157/400 [==========>...................] - ETA: 3:07 - loss: 0.1299 - dice_coefficient: 0.9088 Epoch 16: loss did not improve from 0.07436 158/400 [==========>...................] - ETA: 3:06 - loss: 0.1298 - dice_coefficient: 0.9090 Epoch 16: loss did not improve from 0.07436 159/400 [==========>...................] - ETA: 3:05 - loss: 0.1296 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 160/400 [===========>..................] - ETA: 3:04 - loss: 0.1295 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 161/400 [===========>..................] - ETA: 3:03 - loss: 0.1290 - dice_coefficient: 0.9095 Epoch 16: loss did not improve from 0.07436 162/400 [===========>..................] - ETA: 3:01 - loss: 0.1287 - dice_coefficient: 0.9097 Epoch 16: loss did not improve from 0.07436 163/400 [===========>..................] - ETA: 3:00 - loss: 0.1295 - dice_coefficient: 0.9094 Epoch 16: loss did not improve from 0.07436 164/400 [===========>..................] - ETA: 2:59 - loss: 0.1295 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 165/400 [===========>..................] - ETA: 2:58 - loss: 0.1297 - dice_coefficient: 0.9098 Epoch 16: loss did not improve from 0.07436 166/400 [===========>..................] - ETA: 2:57 - loss: 0.1299 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 167/400 [===========>..................] - ETA: 2:56 - loss: 0.1298 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 168/400 [===========>..................] - ETA: 2:55 - loss: 0.1301 - dice_coefficient: 0.9093 Epoch 16: loss did not improve from 0.07436 169/400 [===========>..................] - ETA: 2:54 - loss: 0.1296 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 170/400 [===========>..................] - ETA: 2:53 - loss: 0.1299 - dice_coefficient: 0.9092 Epoch 16: loss did not improve from 0.07436 171/400 [===========>..................] - ETA: 2:52 - loss: 0.1299 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 172/400 [===========>..................] - ETA: 2:51 - loss: 0.1299 - dice_coefficient: 0.9089 Epoch 16: loss did not improve from 0.07436 173/400 [===========>..................] - ETA: 2:50 - loss: 0.1296 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 174/400 [============>.................] - ETA: 2:49 - loss: 0.1296 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 175/400 [============>.................] - ETA: 2:48 - loss: 0.1297 - dice_coefficient: 0.9089 Epoch 16: loss did not improve from 0.07436 176/400 [============>.................] - ETA: 2:47 - loss: 0.1294 - dice_coefficient: 0.9092 Epoch 16: loss did not improve from 0.07436 177/400 [============>.................] - ETA: 2:46 - loss: 0.1293 - dice_coefficient: 0.9093 Epoch 16: loss did not improve from 0.07436 178/400 [============>.................] - ETA: 2:45 - loss: 0.1289 - dice_coefficient: 0.9097 Epoch 16: loss did not improve from 0.07436 179/400 [============>.................] - ETA: 2:44 - loss: 0.1296 - dice_coefficient: 0.9092 Epoch 16: loss did not improve from 0.07436 180/400 [============>.................] - ETA: 2:43 - loss: 0.1304 - dice_coefficient: 0.9085 Epoch 16: loss did not improve from 0.07436 181/400 [============>.................] - ETA: 2:42 - loss: 0.1301 - dice_coefficient: 0.9088 Epoch 16: loss did not improve from 0.07436 182/400 [============>.................] - ETA: 2:42 - loss: 0.1298 - dice_coefficient: 0.9090 Epoch 16: loss did not improve from 0.07436 183/400 [============>.................] - ETA: 2:41 - loss: 0.1294 - dice_coefficient: 0.9093 Epoch 16: loss did not improve from 0.07436 184/400 [============>.................] - ETA: 2:40 - loss: 0.1289 - dice_coefficient: 0.9097 Epoch 16: loss did not improve from 0.07436 185/400 [============>.................] - ETA: 2:39 - loss: 0.1292 - dice_coefficient: 0.9093 Epoch 16: loss did not improve from 0.07436 186/400 [============>.................] - ETA: 2:38 - loss: 0.1301 - dice_coefficient: 0.9085 Epoch 16: loss did not improve from 0.07436 187/400 [=============>................] - ETA: 2:37 - loss: 0.1301 - dice_coefficient: 0.9085 Epoch 16: loss did not improve from 0.07436 188/400 [=============>................] - ETA: 2:36 - loss: 0.1300 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 189/400 [=============>................] - ETA: 2:35 - loss: 0.1300 - dice_coefficient: 0.9085 Epoch 16: loss did not improve from 0.07436 190/400 [=============>................] - ETA: 2:34 - loss: 0.1297 - dice_coefficient: 0.9087 Epoch 16: loss did not improve from 0.07436 191/400 [=============>................] - ETA: 2:33 - loss: 0.1292 - dice_coefficient: 0.9091 Epoch 16: loss did not improve from 0.07436 192/400 [=============>................] - ETA: 2:32 - loss: 0.1288 - dice_coefficient: 0.9094 Epoch 16: loss did not improve from 0.07436 193/400 [=============>................] - ETA: 2:31 - loss: 0.1289 - dice_coefficient: 0.9094 Epoch 16: loss did not improve from 0.07436 194/400 [=============>................] - ETA: 2:30 - loss: 0.1288 - dice_coefficient: 0.9094 Epoch 16: loss did not improve from 0.07436 195/400 [=============>................] - ETA: 2:29 - loss: 0.1289 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 196/400 [=============>................] - ETA: 2:29 - loss: 0.1285 - dice_coefficient: 0.9099 Epoch 16: loss did not improve from 0.07436 197/400 [=============>................] - ETA: 2:28 - loss: 0.1286 - dice_coefficient: 0.9098 Epoch 16: loss did not improve from 0.07436 198/400 [=============>................] - ETA: 2:27 - loss: 0.1285 - dice_coefficient: 0.9098 Epoch 16: loss did not improve from 0.07436 199/400 [=============>................] - ETA: 2:26 - loss: 0.1285 - dice_coefficient: 0.9098 Epoch 16: loss did not improve from 0.07436 200/400 [==============>...............] - ETA: 2:25 - loss: 0.1283 - dice_coefficient: 0.9099 Epoch 16: loss did not improve from 0.07436 201/400 [==============>...............] - ETA: 2:24 - loss: 0.1282 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 202/400 [==============>...............] - ETA: 2:23 - loss: 0.1282 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 203/400 [==============>...............] - ETA: 2:22 - loss: 0.1282 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 204/400 [==============>...............] - ETA: 2:21 - loss: 0.1285 - dice_coefficient: 0.9102 Epoch 16: loss did not improve from 0.07436 205/400 [==============>...............] - ETA: 2:21 - loss: 0.1285 - dice_coefficient: 0.9102 Epoch 16: loss did not improve from 0.07436 206/400 [==============>...............] - ETA: 2:20 - loss: 0.1283 - dice_coefficient: 0.9104 Epoch 16: loss did not improve from 0.07436 207/400 [==============>...............] - ETA: 2:19 - loss: 0.1283 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 208/400 [==============>...............] - ETA: 2:18 - loss: 0.1287 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 209/400 [==============>...............] - ETA: 2:17 - loss: 0.1289 - dice_coefficient: 0.9100 Epoch 16: loss did not improve from 0.07436 210/400 [==============>...............] - ETA: 2:16 - loss: 0.1289 - dice_coefficient: 0.9100 Epoch 16: loss did not improve from 0.07436 211/400 [==============>...............] - ETA: 2:15 - loss: 0.1287 - dice_coefficient: 0.9102 Epoch 16: loss did not improve from 0.07436 212/400 [==============>...............] - ETA: 2:15 - loss: 0.1288 - dice_coefficient: 0.9102 Epoch 16: loss did not improve from 0.07436 213/400 [==============>...............] - ETA: 2:14 - loss: 0.1287 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 214/400 [===============>..............] - ETA: 2:13 - loss: 0.1283 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 215/400 [===============>..............] - ETA: 2:12 - loss: 0.1281 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 216/400 [===============>..............] - ETA: 2:11 - loss: 0.1281 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 217/400 [===============>..............] - ETA: 2:10 - loss: 0.1280 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 218/400 [===============>..............] - ETA: 2:10 - loss: 0.1279 - dice_coefficient: 0.9111 Epoch 16: loss did not improve from 0.07436 219/400 [===============>..............] - ETA: 2:09 - loss: 0.1277 - dice_coefficient: 0.9111 Epoch 16: loss did not improve from 0.07436 220/400 [===============>..............] - ETA: 2:08 - loss: 0.1279 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 221/400 [===============>..............] - ETA: 2:07 - loss: 0.1282 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 222/400 [===============>..............] - ETA: 2:06 - loss: 0.1282 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 223/400 [===============>..............] - ETA: 2:05 - loss: 0.1281 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 224/400 [===============>..............] - ETA: 2:05 - loss: 0.1282 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 225/400 [===============>..............] - ETA: 2:04 - loss: 0.1281 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 226/400 [===============>..............] - ETA: 2:03 - loss: 0.1278 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 227/400 [================>.............] - ETA: 2:02 - loss: 0.1276 - dice_coefficient: 0.9114 Epoch 16: loss did not improve from 0.07436 228/400 [================>.............] - ETA: 2:01 - loss: 0.1274 - dice_coefficient: 0.9116 Epoch 16: loss did not improve from 0.07436 229/400 [================>.............] - ETA: 2:00 - loss: 0.1281 - dice_coefficient: 0.9110 Epoch 16: loss did not improve from 0.07436 230/400 [================>.............] - ETA: 2:00 - loss: 0.1280 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 231/400 [================>.............] - ETA: 1:59 - loss: 0.1284 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 232/400 [================>.............] - ETA: 1:58 - loss: 0.1288 - dice_coefficient: 0.9104 Epoch 16: loss did not improve from 0.07436 233/400 [================>.............] - ETA: 1:57 - loss: 0.1286 - dice_coefficient: 0.9104 Epoch 16: loss did not improve from 0.07436 234/400 [================>.............] - ETA: 1:56 - loss: 0.1282 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 235/400 [================>.............] - ETA: 1:56 - loss: 0.1282 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 236/400 [================>.............] - ETA: 1:55 - loss: 0.1289 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 237/400 [================>.............] - ETA: 1:54 - loss: 0.1287 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 238/400 [================>.............] - ETA: 1:53 - loss: 0.1283 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 239/400 [================>.............] - ETA: 1:52 - loss: 0.1300 - dice_coefficient: 0.9094 Epoch 16: loss did not improve from 0.07436 240/400 [=================>............] - ETA: 1:52 - loss: 0.1299 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 241/400 [=================>............] - ETA: 1:51 - loss: 0.1297 - dice_coefficient: 0.9097 Epoch 16: loss did not improve from 0.07436 242/400 [=================>............] - ETA: 1:50 - loss: 0.1295 - dice_coefficient: 0.9099 Epoch 16: loss did not improve from 0.07436 243/400 [=================>............] - ETA: 1:49 - loss: 0.1297 - dice_coefficient: 0.9099 Epoch 16: loss did not improve from 0.07436 244/400 [=================>............] - ETA: 1:49 - loss: 0.1295 - dice_coefficient: 0.9100 Epoch 16: loss did not improve from 0.07436 245/400 [=================>............] - ETA: 1:48 - loss: 0.1294 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 246/400 [=================>............] - ETA: 1:47 - loss: 0.1296 - dice_coefficient: 0.9099 Epoch 16: loss did not improve from 0.07436 247/400 [=================>............] - ETA: 1:46 - loss: 0.1293 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 248/400 [=================>............] - ETA: 1:45 - loss: 0.1293 - dice_coefficient: 0.9102 Epoch 16: loss did not improve from 0.07436 249/400 [=================>............] - ETA: 1:45 - loss: 0.1290 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 250/400 [=================>............] - ETA: 1:44 - loss: 0.1288 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 251/400 [=================>............] - ETA: 1:43 - loss: 0.1290 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 252/400 [=================>............] - ETA: 1:42 - loss: 0.1288 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 253/400 [=================>............] - ETA: 1:42 - loss: 0.1286 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 254/400 [==================>...........] - ETA: 1:41 - loss: 0.1286 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 255/400 [==================>...........] - ETA: 1:40 - loss: 0.1283 - dice_coefficient: 0.9111 Epoch 16: loss did not improve from 0.07436 256/400 [==================>...........] - ETA: 1:39 - loss: 0.1290 - dice_coefficient: 0.9111 Epoch 16: loss did not improve from 0.07436 257/400 [==================>...........] - ETA: 1:39 - loss: 0.1299 - dice_coefficient: 0.9104 Epoch 16: loss did not improve from 0.07436 258/400 [==================>...........] - ETA: 1:38 - loss: 0.1298 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 259/400 [==================>...........] - ETA: 1:37 - loss: 0.1299 - dice_coefficient: 0.9104 Epoch 16: loss did not improve from 0.07436 260/400 [==================>...........] - ETA: 1:36 - loss: 0.1299 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 261/400 [==================>...........] - ETA: 1:36 - loss: 0.1297 - dice_coefficient: 0.9104 Epoch 16: loss did not improve from 0.07436 262/400 [==================>...........] - ETA: 1:35 - loss: 0.1296 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 263/400 [==================>...........] - ETA: 1:34 - loss: 0.1307 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 264/400 [==================>...........] - ETA: 1:33 - loss: 0.1309 - dice_coefficient: 0.9095 Epoch 16: loss did not improve from 0.07436 265/400 [==================>...........] - ETA: 1:32 - loss: 0.1308 - dice_coefficient: 0.9095 Epoch 16: loss did not improve from 0.07436 266/400 [==================>...........] - ETA: 1:32 - loss: 0.1306 - dice_coefficient: 0.9096 Epoch 16: loss did not improve from 0.07436 267/400 [===================>..........] - ETA: 1:31 - loss: 0.1303 - dice_coefficient: 0.9098 Epoch 16: loss did not improve from 0.07436 268/400 [===================>..........] - ETA: 1:30 - loss: 0.1301 - dice_coefficient: 0.9100 Epoch 16: loss did not improve from 0.07436 269/400 [===================>..........] - ETA: 1:30 - loss: 0.1300 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 270/400 [===================>..........] - ETA: 1:29 - loss: 0.1301 - dice_coefficient: 0.9101 Epoch 16: loss did not improve from 0.07436 271/400 [===================>..........] - ETA: 1:28 - loss: 0.1298 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 272/400 [===================>..........] - ETA: 1:27 - loss: 0.1297 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 273/400 [===================>..........] - ETA: 1:27 - loss: 0.1296 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 274/400 [===================>..........] - ETA: 1:26 - loss: 0.1295 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 275/400 [===================>..........] - ETA: 1:25 - loss: 0.1295 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 276/400 [===================>..........] - ETA: 1:24 - loss: 0.1306 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 277/400 [===================>..........] - ETA: 1:24 - loss: 0.1304 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 278/400 [===================>..........] - ETA: 1:23 - loss: 0.1304 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 279/400 [===================>..........] - ETA: 1:22 - loss: 0.1304 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 280/400 [====================>.........] - ETA: 1:21 - loss: 0.1303 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 281/400 [====================>.........] - ETA: 1:21 - loss: 0.1306 - dice_coefficient: 0.9103 Epoch 16: loss did not improve from 0.07436 282/400 [====================>.........] - ETA: 1:20 - loss: 0.1303 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 283/400 [====================>.........] - ETA: 1:19 - loss: 0.1305 - dice_coefficient: 0.9102 Epoch 16: loss did not improve from 0.07436 284/400 [====================>.........] - ETA: 1:19 - loss: 0.1302 - dice_coefficient: 0.9104 Epoch 16: loss did not improve from 0.07436 285/400 [====================>.........] - ETA: 1:18 - loss: 0.1300 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 286/400 [====================>.........] - ETA: 1:17 - loss: 0.1300 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 287/400 [====================>.........] - ETA: 1:16 - loss: 0.1300 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 288/400 [====================>.........] - ETA: 1:16 - loss: 0.1299 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 289/400 [====================>.........] - ETA: 1:15 - loss: 0.1298 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 290/400 [====================>.........] - ETA: 1:14 - loss: 0.1301 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 291/400 [====================>.........] - ETA: 1:13 - loss: 0.1302 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 292/400 [====================>.........] - ETA: 1:13 - loss: 0.1298 - dice_coefficient: 0.9110 Epoch 16: loss did not improve from 0.07436 293/400 [====================>.........] - ETA: 1:12 - loss: 0.1298 - dice_coefficient: 0.9109 Epoch 16: loss did not improve from 0.07436 294/400 [=====================>........] - ETA: 1:11 - loss: 0.1296 - dice_coefficient: 0.9111 Epoch 16: loss did not improve from 0.07436 295/400 [=====================>........] - ETA: 1:11 - loss: 0.1297 - dice_coefficient: 0.9110 Epoch 16: loss did not improve from 0.07436 296/400 [=====================>........] - ETA: 1:10 - loss: 0.1298 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 297/400 [=====================>........] - ETA: 1:09 - loss: 0.1297 - dice_coefficient: 0.9110 Epoch 16: loss did not improve from 0.07436 298/400 [=====================>........] - ETA: 1:08 - loss: 0.1296 - dice_coefficient: 0.9111 Epoch 16: loss did not improve from 0.07436 299/400 [=====================>........] - ETA: 1:08 - loss: 0.1296 - dice_coefficient: 0.9110 Epoch 16: loss did not improve from 0.07436 300/400 [=====================>........] - ETA: 1:07 - loss: 0.1297 - dice_coefficient: 0.9110 Epoch 16: loss did not improve from 0.07436 301/400 [=====================>........] - ETA: 1:06 - loss: 0.1294 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 302/400 [=====================>........] - ETA: 1:06 - loss: 0.1294 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 303/400 [=====================>........] - ETA: 1:05 - loss: 0.1293 - dice_coefficient: 0.9113 Epoch 16: loss did not improve from 0.07436 304/400 [=====================>........] - ETA: 1:04 - loss: 0.1291 - dice_coefficient: 0.9114 Epoch 16: loss did not improve from 0.07436 305/400 [=====================>........] - ETA: 1:04 - loss: 0.1289 - dice_coefficient: 0.9116 Epoch 16: loss did not improve from 0.07436 306/400 [=====================>........] - ETA: 1:03 - loss: 0.1287 - dice_coefficient: 0.9117 Epoch 16: loss did not improve from 0.07436 307/400 [======================>.......] - ETA: 1:02 - loss: 0.1287 - dice_coefficient: 0.9117 Epoch 16: loss did not improve from 0.07436 308/400 [======================>.......] - ETA: 1:01 - loss: 0.1289 - dice_coefficient: 0.9114 Epoch 16: loss did not improve from 0.07436 309/400 [======================>.......] - ETA: 1:01 - loss: 0.1288 - dice_coefficient: 0.9115 Epoch 16: loss did not improve from 0.07436 310/400 [======================>.......] - ETA: 1:00 - loss: 0.1288 - dice_coefficient: 0.9115 Epoch 16: loss did not improve from 0.07436 311/400 [======================>.......] - ETA: 59s - loss: 0.1285 - dice_coefficient: 0.9117 Epoch 16: loss did not improve from 0.07436 312/400 [======================>.......] - ETA: 59s - loss: 0.1283 - dice_coefficient: 0.9118 Epoch 16: loss did not improve from 0.07436 313/400 [======================>.......] - ETA: 58s - loss: 0.1282 - dice_coefficient: 0.9119 Epoch 16: loss did not improve from 0.07436 314/400 [======================>.......] - ETA: 57s - loss: 0.1290 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 315/400 [======================>.......] - ETA: 56s - loss: 0.1289 - dice_coefficient: 0.9113 Epoch 16: loss did not improve from 0.07436 316/400 [======================>.......] - ETA: 56s - loss: 0.1291 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 317/400 [======================>.......] - ETA: 55s - loss: 0.1290 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 318/400 [======================>.......] - ETA: 54s - loss: 0.1298 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 319/400 [======================>.......] - ETA: 54s - loss: 0.1297 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 320/400 [=======================>......] - ETA: 53s - loss: 0.1296 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 321/400 [=======================>......] - ETA: 52s - loss: 0.1297 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 322/400 [=======================>......] - ETA: 52s - loss: 0.1297 - dice_coefficient: 0.9105 Epoch 16: loss did not improve from 0.07436 323/400 [=======================>......] - ETA: 51s - loss: 0.1297 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 324/400 [=======================>......] - ETA: 50s - loss: 0.1295 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 325/400 [=======================>......] - ETA: 50s - loss: 0.1294 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 326/400 [=======================>......] - ETA: 49s - loss: 0.1292 - dice_coefficient: 0.9110 Epoch 16: loss did not improve from 0.07436 327/400 [=======================>......] - ETA: 48s - loss: 0.1292 - dice_coefficient: 0.9111 Epoch 16: loss did not improve from 0.07436 328/400 [=======================>......] - ETA: 47s - loss: 0.1290 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 329/400 [=======================>......] - ETA: 47s - loss: 0.1289 - dice_coefficient: 0.9114 Epoch 16: loss did not improve from 0.07436 330/400 [=======================>......] - ETA: 46s - loss: 0.1289 - dice_coefficient: 0.9113 Epoch 16: loss did not improve from 0.07436 331/400 [=======================>......] - ETA: 45s - loss: 0.1288 - dice_coefficient: 0.9114 Epoch 16: loss did not improve from 0.07436 332/400 [=======================>......] - ETA: 45s - loss: 0.1287 - dice_coefficient: 0.9115 Epoch 16: loss did not improve from 0.07436 333/400 [=======================>......] - ETA: 44s - loss: 0.1287 - dice_coefficient: 0.9116 Epoch 16: loss did not improve from 0.07436 334/400 [========================>.....] - ETA: 43s - loss: 0.1285 - dice_coefficient: 0.9117 Epoch 16: loss did not improve from 0.07436 335/400 [========================>.....] - ETA: 43s - loss: 0.1283 - dice_coefficient: 0.9118 Epoch 16: loss did not improve from 0.07436 336/400 [========================>.....] - ETA: 42s - loss: 0.1284 - dice_coefficient: 0.9118 Epoch 16: loss did not improve from 0.07436 337/400 [========================>.....] - ETA: 41s - loss: 0.1290 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 338/400 [========================>.....] - ETA: 41s - loss: 0.1291 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 339/400 [========================>.....] - ETA: 40s - loss: 0.1290 - dice_coefficient: 0.9112 Epoch 16: loss did not improve from 0.07436 340/400 [========================>.....] - ETA: 39s - loss: 0.1290 - dice_coefficient: 0.9113 Epoch 16: loss did not improve from 0.07436 341/400 [========================>.....] - ETA: 39s - loss: 0.1290 - dice_coefficient: 0.9113 Epoch 16: loss did not improve from 0.07436 342/400 [========================>.....] - ETA: 38s - loss: 0.1287 - dice_coefficient: 0.9114 Epoch 16: loss did not improve from 0.07436 343/400 [========================>.....] - ETA: 37s - loss: 0.1286 - dice_coefficient: 0.9115 Epoch 16: loss did not improve from 0.07436 344/400 [========================>.....] - ETA: 37s - loss: 0.1299 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 345/400 [========================>.....] - ETA: 36s - loss: 0.1299 - dice_coefficient: 0.9106 Epoch 16: loss did not improve from 0.07436 346/400 [========================>.....] - ETA: 35s - loss: 0.1299 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 347/400 [=========================>....] - ETA: 35s - loss: 0.1299 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 348/400 [=========================>....] - ETA: 34s - loss: 0.1298 - dice_coefficient: 0.9108 Epoch 16: loss did not improve from 0.07436 349/400 [=========================>....] - ETA: 33s - loss: 0.1299 - dice_coefficient: 0.9107 Epoch 16: loss did not improve from 0.07436 350/400 [=========================>....] - ETA: 33s - loss: 0.1757 - dice_coefficient: 0.9081 Epoch 16: loss did not improve from 0.07436 351/400 [=========================>....] - ETA: 32s - loss: 0.1755 - dice_coefficient: 0.9081 Epoch 16: loss did not improve from 0.07436 352/400 [=========================>....] - ETA: 31s - loss: 0.1753 - dice_coefficient: 0.9083 Epoch 16: loss did not improve from 0.07436 353/400 [=========================>....] - ETA: 31s - loss: 0.1751 - dice_coefficient: 0.9082 Epoch 16: loss did not improve from 0.07436 354/400 [=========================>....] - ETA: 30s - loss: 0.1750 - dice_coefficient: 0.9082 Epoch 16: loss did not improve from 0.07436 355/400 [=========================>....] - ETA: 29s - loss: 0.1746 - dice_coefficient: 0.9084 Epoch 16: loss did not improve from 0.07436 356/400 [=========================>....] - ETA: 29s - loss: 0.1745 - dice_coefficient: 0.9085 Epoch 16: loss did not improve from 0.07436 357/400 [=========================>....] - ETA: 28s - loss: 0.1742 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 358/400 [=========================>....] - ETA: 27s - loss: 0.1740 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 359/400 [=========================>....] - ETA: 26s - loss: 0.1738 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 360/400 [==========================>...] - ETA: 26s - loss: 0.1737 - dice_coefficient: 0.9087 Epoch 16: loss did not improve from 0.07436 361/400 [==========================>...] - ETA: 25s - loss: 0.1737 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 362/400 [==========================>...] - ETA: 24s - loss: 0.1736 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 363/400 [==========================>...] - ETA: 24s - loss: 0.1734 - dice_coefficient: 0.9086 Epoch 16: loss did not improve from 0.07436 364/400 [==========================>...] - ETA: 23s - loss: 0.1732 - dice_coefficient: 0.9087 Epoch 16: loss did not improve from 0.07436 365/400 [==========================>...] - ETA: 22s - loss: 0.1735 - dice_coefficient: 0.9083 Epoch 16: loss did not improve from 0.07436 366/400 [==========================>...] - ETA: 22s - loss: 0.1737 - dice_coefficient: 0.9082 Epoch 16: loss did not improve from 0.07436 367/400 [==========================>...] - ETA: 21s - loss: 0.1734 - dice_coefficient: 0.9084 Epoch 16: loss did not improve from 0.07436 368/400 [==========================>...] - ETA: 21s - loss: 0.1731 - dice_coefficient: 0.9085 Epoch 16: loss did not improve from 0.07436 369/400 [==========================>...] - ETA: 20s - loss: 0.1736 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 370/400 [==========================>...] - ETA: 19s - loss: 0.1736 - dice_coefficient: 0.9079 Epoch 16: loss did not improve from 0.07436 371/400 [==========================>...] - ETA: 19s - loss: 0.1735 - dice_coefficient: 0.9079 Epoch 16: loss did not improve from 0.07436 372/400 [==========================>...] - ETA: 18s - loss: 0.1733 - dice_coefficient: 0.9079 Epoch 16: loss did not improve from 0.07436 373/400 [==========================>...] - ETA: 17s - loss: 0.1731 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 374/400 [===========================>..] - ETA: 17s - loss: 0.1729 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 375/400 [===========================>..] - ETA: 16s - loss: 0.1732 - dice_coefficient: 0.9077 Epoch 16: loss did not improve from 0.07436 376/400 [===========================>..] - ETA: 15s - loss: 0.1730 - dice_coefficient: 0.9078 Epoch 16: loss did not improve from 0.07436 377/400 [===========================>..] - ETA: 15s - loss: 0.1727 - dice_coefficient: 0.9079 Epoch 16: loss did not improve from 0.07436 378/400 [===========================>..] - ETA: 14s - loss: 0.1727 - dice_coefficient: 0.9078 Epoch 16: loss did not improve from 0.07436 379/400 [===========================>..] - ETA: 13s - loss: 0.1726 - dice_coefficient: 0.9079 Epoch 16: loss did not improve from 0.07436 380/400 [===========================>..] - ETA: 13s - loss: 0.1723 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 381/400 [===========================>..] - ETA: 12s - loss: 0.1720 - dice_coefficient: 0.9082 Epoch 16: loss did not improve from 0.07436 382/400 [===========================>..] - ETA: 11s - loss: 0.1721 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 383/400 [===========================>..] - ETA: 11s - loss: 0.1722 - dice_coefficient: 0.9079 Epoch 16: loss did not improve from 0.07436 384/400 [===========================>..] - ETA: 10s - loss: 0.1718 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 385/400 [===========================>..] - ETA: 9s - loss: 0.1716 - dice_coefficient: 0.9081 Epoch 16: loss did not improve from 0.07436 386/400 [===========================>..] - ETA: 9s - loss: 0.1715 - dice_coefficient: 0.9082 Epoch 16: loss did not improve from 0.07436 387/400 [============================>.] - ETA: 8s - loss: 0.1715 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 388/400 [============================>.] - ETA: 7s - loss: 0.1713 - dice_coefficient: 0.9081 Epoch 16: loss did not improve from 0.07436 389/400 [============================>.] - ETA: 7s - loss: 0.1713 - dice_coefficient: 0.9082 Epoch 16: loss did not improve from 0.07436 390/400 [============================>.] - ETA: 6s - loss: 0.1716 - dice_coefficient: 0.9080 Epoch 16: loss did not improve from 0.07436 391/400 [============================>.] - ETA: 5s - loss: 0.1717 - dice_coefficient: 0.9078 Epoch 16: loss did not improve from 0.07436 392/400 [============================>.] - ETA: 5s - loss: 0.1723 - dice_coefficient: 0.9072 Epoch 16: loss did not improve from 0.07436 393/400 [============================>.] - ETA: 4s - loss: 0.1721 - dice_coefficient: 0.9073 Epoch 16: loss did not improve from 0.07436 394/400 [============================>.] - ETA: 3s - loss: 0.1719 - dice_coefficient: 0.9074 Epoch 16: loss did not improve from 0.07436 395/400 [============================>.] - ETA: 3s - loss: 0.1724 - dice_coefficient: 0.9068 Epoch 16: loss did not improve from 0.07436 396/400 [============================>.] - ETA: 2s - loss: 0.1723 - dice_coefficient: 0.9069 Epoch 16: loss did not improve from 0.07436 397/400 [============================>.] - ETA: 1s - loss: 0.1721 - dice_coefficient: 0.9069 Epoch 16: loss did not improve from 0.07436 398/400 [============================>.] - ETA: 1s - loss: 0.1719 - dice_coefficient: 0.9070 Epoch 16: loss did not improve from 0.07436 399/400 [============================>.] - ETA: 0s - loss: 0.1722 - dice_coefficient: 0.9066 Epoch 16: loss did not improve from 0.07436 400/400 [==============================] - 261s 652ms/step - loss: 0.1721 - dice_coefficient: 0.9066 - val_loss: 0.6840 - val_dice_coefficient: 0.6572 - lr: 2.0000e-05 Epoch 17/30 Epoch 17: loss improved from 0.07436 to 0.05075, saving model to model-0.05.h5 1/400 [..............................] - ETA: 4:46 - loss: 0.0507 - dice_coefficient: 0.9713 Epoch 17: loss did not improve from 0.05075 2/400 [..............................] - ETA: 3:44 - loss: 0.0665 - dice_coefficient: 0.9493 Epoch 17: loss did not improve from 0.05075 3/400 [..............................] - ETA: 3:45 - loss: 0.0563 - dice_coefficient: 0.9583 Epoch 17: loss did not improve from 0.05075 4/400 [..............................] - ETA: 3:45 - loss: 0.0589 - dice_coefficient: 0.9580 Epoch 17: loss did not improve from 0.05075 5/400 [..............................] - ETA: 3:44 - loss: 0.0589 - dice_coefficient: 0.9573 Epoch 17: loss did not improve from 0.05075 6/400 [..............................] - ETA: 3:43 - loss: 0.0568 - dice_coefficient: 0.9599 Epoch 17: loss did not improve from 0.05075 7/400 [..............................] - ETA: 3:43 - loss: 0.0710 - dice_coefficient: 0.9458 Epoch 17: loss did not improve from 0.05075 8/400 [..............................] - ETA: 3:43 - loss: 0.0686 - dice_coefficient: 0.9490 Epoch 17: loss did not improve from 0.05075 9/400 [..............................] - ETA: 3:42 - loss: 0.0794 - dice_coefficient: 0.9386 Epoch 17: loss did not improve from 0.05075 10/400 [..............................] - ETA: 3:42 - loss: 0.0765 - dice_coefficient: 0.9408 Epoch 17: loss did not improve from 0.05075 11/400 [..............................] - ETA: 3:41 - loss: 0.0789 - dice_coefficient: 0.9385 Epoch 17: loss did not improve from 0.05075 12/400 [..............................] - ETA: 3:41 - loss: 0.1240 - dice_coefficient: 0.9060 Epoch 17: loss did not improve from 0.05075 13/400 [..............................] - ETA: 3:40 - loss: 0.1179 - dice_coefficient: 0.9112 Epoch 17: loss did not improve from 0.05075 14/400 [>.............................] - ETA: 3:39 - loss: 0.1185 - dice_coefficient: 0.9092 Epoch 17: loss did not improve from 0.05075 15/400 [>.............................] - ETA: 3:39 - loss: 0.1153 - dice_coefficient: 0.9116 Epoch 17: loss did not improve from 0.05075 16/400 [>.............................] - ETA: 3:39 - loss: 0.1158 - dice_coefficient: 0.9115 Epoch 17: loss did not improve from 0.05075 17/400 [>.............................] - ETA: 3:38 - loss: 0.1145 - dice_coefficient: 0.9131 Epoch 17: loss did not improve from 0.05075 18/400 [>.............................] - ETA: 3:38 - loss: 0.1130 - dice_coefficient: 0.9138 Epoch 17: loss did not improve from 0.05075 19/400 [>.............................] - ETA: 3:37 - loss: 0.1090 - dice_coefficient: 0.9175 Epoch 17: loss did not improve from 0.05075 20/400 [>.............................] - ETA: 3:36 - loss: 0.1087 - dice_coefficient: 0.9191 Epoch 17: loss did not improve from 0.05075 21/400 [>.............................] - ETA: 3:36 - loss: 0.1106 - dice_coefficient: 0.9170 Epoch 17: loss did not improve from 0.05075 22/400 [>.............................] - ETA: 3:35 - loss: 0.1087 - dice_coefficient: 0.9189 Epoch 17: loss did not improve from 0.05075 23/400 [>.............................] - ETA: 3:35 - loss: 0.1072 - dice_coefficient: 0.9211 Epoch 17: loss did not improve from 0.05075 24/400 [>.............................] - ETA: 3:34 - loss: 0.1055 - dice_coefficient: 0.9220 Epoch 17: loss did not improve from 0.05075 25/400 [>.............................] - ETA: 3:34 - loss: 0.1028 - dice_coefficient: 0.9240 Epoch 17: loss did not improve from 0.05075 26/400 [>.............................] - ETA: 3:33 - loss: 0.1027 - dice_coefficient: 0.9240 Epoch 17: loss did not improve from 0.05075 27/400 [=>............................] - ETA: 3:33 - loss: 0.1008 - dice_coefficient: 0.9253 Epoch 17: loss did not improve from 0.05075 28/400 [=>............................] - ETA: 3:32 - loss: 0.0996 - dice_coefficient: 0.9260 Epoch 17: loss did not improve from 0.05075 29/400 [=>............................] - ETA: 3:31 - loss: 0.0985 - dice_coefficient: 0.9268 Epoch 17: loss did not improve from 0.05075 30/400 [=>............................] - ETA: 3:31 - loss: 0.0965 - dice_coefficient: 0.9285 Epoch 17: loss did not improve from 0.05075 31/400 [=>............................] - ETA: 3:30 - loss: 0.0959 - dice_coefficient: 0.9286 Epoch 17: loss did not improve from 0.05075 32/400 [=>............................] - ETA: 3:30 - loss: 0.0980 - dice_coefficient: 0.9264 Epoch 17: loss did not improve from 0.05075 33/400 [=>............................] - ETA: 3:29 - loss: 0.0993 - dice_coefficient: 0.9252 Epoch 17: loss did not improve from 0.05075 34/400 [=>............................] - ETA: 3:29 - loss: 0.0976 - dice_coefficient: 0.9264 Epoch 17: loss did not improve from 0.05075 35/400 [=>............................] - ETA: 3:28 - loss: 0.0959 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 36/400 [=>............................] - ETA: 3:27 - loss: 0.0950 - dice_coefficient: 0.9284 Epoch 17: loss did not improve from 0.05075 37/400 [=>............................] - ETA: 3:27 - loss: 0.0936 - dice_coefficient: 0.9295 Epoch 17: loss did not improve from 0.05075 38/400 [=>............................] - ETA: 3:26 - loss: 0.0920 - dice_coefficient: 0.9307 Epoch 17: loss did not improve from 0.05075 39/400 [=>............................] - ETA: 3:26 - loss: 0.0936 - dice_coefficient: 0.9290 Epoch 17: loss did not improve from 0.05075 40/400 [==>...........................] - ETA: 3:25 - loss: 0.0932 - dice_coefficient: 0.9292 Epoch 17: loss did not improve from 0.05075 41/400 [==>...........................] - ETA: 3:25 - loss: 0.0964 - dice_coefficient: 0.9264 Epoch 17: loss did not improve from 0.05075 42/400 [==>...........................] - ETA: 3:24 - loss: 0.0965 - dice_coefficient: 0.9264 Epoch 17: loss did not improve from 0.05075 43/400 [==>...........................] - ETA: 3:24 - loss: 0.0952 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 44/400 [==>...........................] - ETA: 3:23 - loss: 0.0946 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 45/400 [==>...........................] - ETA: 3:22 - loss: 0.0969 - dice_coefficient: 0.9259 Epoch 17: loss did not improve from 0.05075 46/400 [==>...........................] - ETA: 3:22 - loss: 0.0957 - dice_coefficient: 0.9268 Epoch 17: loss did not improve from 0.05075 47/400 [==>...........................] - ETA: 3:21 - loss: 0.0956 - dice_coefficient: 0.9269 Epoch 17: loss did not improve from 0.05075 48/400 [==>...........................] - ETA: 3:21 - loss: 0.0953 - dice_coefficient: 0.9271 Epoch 17: loss did not improve from 0.05075 49/400 [==>...........................] - ETA: 3:20 - loss: 0.1154 - dice_coefficient: 0.9153 Epoch 17: loss did not improve from 0.05075 50/400 [==>...........................] - ETA: 3:20 - loss: 0.1179 - dice_coefficient: 0.9131 Epoch 17: loss did not improve from 0.05075 51/400 [==>...........................] - ETA: 3:19 - loss: 0.1163 - dice_coefficient: 0.9144 Epoch 17: loss did not improve from 0.05075 52/400 [==>...........................] - ETA: 3:18 - loss: 0.1169 - dice_coefficient: 0.9137 Epoch 17: loss did not improve from 0.05075 53/400 [==>...........................] - ETA: 3:18 - loss: 0.1154 - dice_coefficient: 0.9147 Epoch 17: loss did not improve from 0.05075 54/400 [===>..........................] - ETA: 3:17 - loss: 0.1143 - dice_coefficient: 0.9156 Epoch 17: loss did not improve from 0.05075 55/400 [===>..........................] - ETA: 3:17 - loss: 0.1141 - dice_coefficient: 0.9156 Epoch 17: loss did not improve from 0.05075 56/400 [===>..........................] - ETA: 3:16 - loss: 0.1140 - dice_coefficient: 0.9161 Epoch 17: loss did not improve from 0.05075 57/400 [===>..........................] - ETA: 3:16 - loss: 0.1138 - dice_coefficient: 0.9162 Epoch 17: loss did not improve from 0.05075 58/400 [===>..........................] - ETA: 3:15 - loss: 0.1142 - dice_coefficient: 0.9156 Epoch 17: loss did not improve from 0.05075 59/400 [===>..........................] - ETA: 3:15 - loss: 0.1139 - dice_coefficient: 0.9158 Epoch 17: loss did not improve from 0.05075 60/400 [===>..........................] - ETA: 3:14 - loss: 0.1139 - dice_coefficient: 0.9160 Epoch 17: loss did not improve from 0.05075 61/400 [===>..........................] - ETA: 3:13 - loss: 0.1170 - dice_coefficient: 0.9134 Epoch 17: loss did not improve from 0.05075 62/400 [===>..........................] - ETA: 3:13 - loss: 0.1173 - dice_coefficient: 0.9139 Epoch 17: loss did not improve from 0.05075 63/400 [===>..........................] - ETA: 3:12 - loss: 0.1169 - dice_coefficient: 0.9141 Epoch 17: loss did not improve from 0.05075 64/400 [===>..........................] - ETA: 3:12 - loss: 0.1168 - dice_coefficient: 0.9139 Epoch 17: loss did not improve from 0.05075 65/400 [===>..........................] - ETA: 3:11 - loss: 0.1171 - dice_coefficient: 0.9142 Epoch 17: loss did not improve from 0.05075 66/400 [===>..........................] - ETA: 3:11 - loss: 0.1162 - dice_coefficient: 0.9149 Epoch 17: loss did not improve from 0.05075 67/400 [====>.........................] - ETA: 3:10 - loss: 0.1157 - dice_coefficient: 0.9151 Epoch 17: loss did not improve from 0.05075 68/400 [====>.........................] - ETA: 3:09 - loss: 0.1149 - dice_coefficient: 0.9157 Epoch 17: loss did not improve from 0.05075 69/400 [====>.........................] - ETA: 3:09 - loss: 0.1138 - dice_coefficient: 0.9166 Epoch 17: loss did not improve from 0.05075 70/400 [====>.........................] - ETA: 3:08 - loss: 0.1136 - dice_coefficient: 0.9168 Epoch 17: loss did not improve from 0.05075 71/400 [====>.........................] - ETA: 3:08 - loss: 0.1128 - dice_coefficient: 0.9173 Epoch 17: loss did not improve from 0.05075 72/400 [====>.........................] - ETA: 3:07 - loss: 0.1119 - dice_coefficient: 0.9180 Epoch 17: loss did not improve from 0.05075 73/400 [====>.........................] - ETA: 3:07 - loss: 0.1113 - dice_coefficient: 0.9183 Epoch 17: loss did not improve from 0.05075 74/400 [====>.........................] - ETA: 3:06 - loss: 0.1117 - dice_coefficient: 0.9180 Epoch 17: loss did not improve from 0.05075 75/400 [====>.........................] - ETA: 3:06 - loss: 0.1113 - dice_coefficient: 0.9183 Epoch 17: loss did not improve from 0.05075 76/400 [====>.........................] - ETA: 3:05 - loss: 0.1102 - dice_coefficient: 0.9191 Epoch 17: loss did not improve from 0.05075 77/400 [====>.........................] - ETA: 3:04 - loss: 0.1093 - dice_coefficient: 0.9198 Epoch 17: loss did not improve from 0.05075 78/400 [====>.........................] - ETA: 3:04 - loss: 0.1084 - dice_coefficient: 0.9205 Epoch 17: loss did not improve from 0.05075 79/400 [====>.........................] - ETA: 3:03 - loss: 0.1085 - dice_coefficient: 0.9203 Epoch 17: loss did not improve from 0.05075 80/400 [=====>........................] - ETA: 3:03 - loss: 0.1095 - dice_coefficient: 0.9192 Epoch 17: loss did not improve from 0.05075 81/400 [=====>........................] - ETA: 3:02 - loss: 0.1090 - dice_coefficient: 0.9195 Epoch 17: loss did not improve from 0.05075 82/400 [=====>........................] - ETA: 3:02 - loss: 0.1089 - dice_coefficient: 0.9196 Epoch 17: loss did not improve from 0.05075 83/400 [=====>........................] - ETA: 3:01 - loss: 0.1083 - dice_coefficient: 0.9201 Epoch 17: loss did not improve from 0.05075 84/400 [=====>........................] - ETA: 3:00 - loss: 0.1079 - dice_coefficient: 0.9203 Epoch 17: loss did not improve from 0.05075 85/400 [=====>........................] - ETA: 3:00 - loss: 0.1077 - dice_coefficient: 0.9204 Epoch 17: loss did not improve from 0.05075 86/400 [=====>........................] - ETA: 3:00 - loss: 0.1094 - dice_coefficient: 0.9188 Epoch 17: loss did not improve from 0.05075 87/400 [=====>........................] - ETA: 2:59 - loss: 0.1091 - dice_coefficient: 0.9189 Epoch 17: loss did not improve from 0.05075 88/400 [=====>........................] - ETA: 2:58 - loss: 0.1088 - dice_coefficient: 0.9192 Epoch 17: loss did not improve from 0.05075 89/400 [=====>........................] - ETA: 2:58 - loss: 0.1081 - dice_coefficient: 0.9198 Epoch 17: loss did not improve from 0.05075 90/400 [=====>........................] - ETA: 2:57 - loss: 0.1073 - dice_coefficient: 0.9204 Epoch 17: loss did not improve from 0.05075 91/400 [=====>........................] - ETA: 2:57 - loss: 0.1066 - dice_coefficient: 0.9210 Epoch 17: loss did not improve from 0.05075 92/400 [=====>........................] - ETA: 2:56 - loss: 0.1070 - dice_coefficient: 0.9207 Epoch 17: loss did not improve from 0.05075 93/400 [=====>........................] - ETA: 2:55 - loss: 0.1065 - dice_coefficient: 0.9213 Epoch 17: loss did not improve from 0.05075 94/400 [======>.......................] - ETA: 2:55 - loss: 0.1057 - dice_coefficient: 0.9219 Epoch 17: loss did not improve from 0.05075 95/400 [======>.......................] - ETA: 2:54 - loss: 0.1059 - dice_coefficient: 0.9216 Epoch 17: loss did not improve from 0.05075 96/400 [======>.......................] - ETA: 2:54 - loss: 0.1057 - dice_coefficient: 0.9216 Epoch 17: loss did not improve from 0.05075 97/400 [======>.......................] - ETA: 2:53 - loss: 0.1049 - dice_coefficient: 0.9222 Epoch 17: loss did not improve from 0.05075 98/400 [======>.......................] - ETA: 2:53 - loss: 0.1044 - dice_coefficient: 0.9227 Epoch 17: loss did not improve from 0.05075 99/400 [======>.......................] - ETA: 2:52 - loss: 0.1037 - dice_coefficient: 0.9233 Epoch 17: loss did not improve from 0.05075 100/400 [======>.......................] - ETA: 2:52 - loss: 0.1033 - dice_coefficient: 0.9236 Epoch 17: loss did not improve from 0.05075 101/400 [======>.......................] - ETA: 2:51 - loss: 0.1029 - dice_coefficient: 0.9238 Epoch 17: loss did not improve from 0.05075 102/400 [======>.......................] - ETA: 2:50 - loss: 0.1026 - dice_coefficient: 0.9241 Epoch 17: loss did not improve from 0.05075 103/400 [======>.......................] - ETA: 2:50 - loss: 0.1026 - dice_coefficient: 0.9240 Epoch 17: loss did not improve from 0.05075 104/400 [======>.......................] - ETA: 2:49 - loss: 0.1022 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 105/400 [======>.......................] - ETA: 2:49 - loss: 0.1044 - dice_coefficient: 0.9224 Epoch 17: loss did not improve from 0.05075 106/400 [======>.......................] - ETA: 2:48 - loss: 0.1040 - dice_coefficient: 0.9228 Epoch 17: loss did not improve from 0.05075 107/400 [=======>......................] - ETA: 2:48 - loss: 0.1035 - dice_coefficient: 0.9232 Epoch 17: loss did not improve from 0.05075 108/400 [=======>......................] - ETA: 2:47 - loss: 0.1034 - dice_coefficient: 0.9231 Epoch 17: loss did not improve from 0.05075 109/400 [=======>......................] - ETA: 2:46 - loss: 0.1027 - dice_coefficient: 0.9237 Epoch 17: loss did not improve from 0.05075 110/400 [=======>......................] - ETA: 2:46 - loss: 0.1023 - dice_coefficient: 0.9241 Epoch 17: loss did not improve from 0.05075 111/400 [=======>......................] - ETA: 2:45 - loss: 0.1037 - dice_coefficient: 0.9238 Epoch 17: loss did not improve from 0.05075 112/400 [=======>......................] - ETA: 2:45 - loss: 0.1041 - dice_coefficient: 0.9233 Epoch 17: loss did not improve from 0.05075 113/400 [=======>......................] - ETA: 2:44 - loss: 0.1045 - dice_coefficient: 0.9228 Epoch 17: loss did not improve from 0.05075 114/400 [=======>......................] - ETA: 2:43 - loss: 0.1042 - dice_coefficient: 0.9232 Epoch 17: loss did not improve from 0.05075 115/400 [=======>......................] - ETA: 2:43 - loss: 0.1058 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 116/400 [=======>......................] - ETA: 2:42 - loss: 0.1069 - dice_coefficient: 0.9206 Epoch 17: loss did not improve from 0.05075 117/400 [=======>......................] - ETA: 2:42 - loss: 0.1066 - dice_coefficient: 0.9210 Epoch 17: loss did not improve from 0.05075 118/400 [=======>......................] - ETA: 2:41 - loss: 0.1061 - dice_coefficient: 0.9213 Epoch 17: loss did not improve from 0.05075 119/400 [=======>......................] - ETA: 2:41 - loss: 0.1056 - dice_coefficient: 0.9216 Epoch 17: loss did not improve from 0.05075 120/400 [========>.....................] - ETA: 2:40 - loss: 0.1054 - dice_coefficient: 0.9218 Epoch 17: loss did not improve from 0.05075 121/400 [========>.....................] - ETA: 2:39 - loss: 0.1051 - dice_coefficient: 0.9220 Epoch 17: loss did not improve from 0.05075 122/400 [========>.....................] - ETA: 2:39 - loss: 0.1047 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 123/400 [========>.....................] - ETA: 2:38 - loss: 0.1042 - dice_coefficient: 0.9227 Epoch 17: loss did not improve from 0.05075 124/400 [========>.....................] - ETA: 2:38 - loss: 0.1038 - dice_coefficient: 0.9230 Epoch 17: loss did not improve from 0.05075 125/400 [========>.....................] - ETA: 2:37 - loss: 0.1037 - dice_coefficient: 0.9231 Epoch 17: loss did not improve from 0.05075 126/400 [========>.....................] - ETA: 2:36 - loss: 0.1038 - dice_coefficient: 0.9231 Epoch 17: loss did not improve from 0.05075 127/400 [========>.....................] - ETA: 2:36 - loss: 0.1036 - dice_coefficient: 0.9233 Epoch 17: loss did not improve from 0.05075 128/400 [========>.....................] - ETA: 2:35 - loss: 0.1043 - dice_coefficient: 0.9231 Epoch 17: loss did not improve from 0.05075 129/400 [========>.....................] - ETA: 2:35 - loss: 0.1039 - dice_coefficient: 0.9234 Epoch 17: loss did not improve from 0.05075 130/400 [========>.....................] - ETA: 2:34 - loss: 0.1041 - dice_coefficient: 0.9231 Epoch 17: loss did not improve from 0.05075 131/400 [========>.....................] - ETA: 2:34 - loss: 0.1038 - dice_coefficient: 0.9232 Epoch 17: loss did not improve from 0.05075 132/400 [========>.....................] - ETA: 2:33 - loss: 0.1036 - dice_coefficient: 0.9235 Epoch 17: loss did not improve from 0.05075 133/400 [========>.....................] - ETA: 2:32 - loss: 0.1034 - dice_coefficient: 0.9235 Epoch 17: loss did not improve from 0.05075 134/400 [=========>....................] - ETA: 2:32 - loss: 0.1036 - dice_coefficient: 0.9235 Epoch 17: loss did not improve from 0.05075 135/400 [=========>....................] - ETA: 2:31 - loss: 0.1054 - dice_coefficient: 0.9219 Epoch 17: loss did not improve from 0.05075 136/400 [=========>....................] - ETA: 2:31 - loss: 0.1054 - dice_coefficient: 0.9218 Epoch 17: loss did not improve from 0.05075 137/400 [=========>....................] - ETA: 2:30 - loss: 0.1056 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 138/400 [=========>....................] - ETA: 2:30 - loss: 0.1053 - dice_coefficient: 0.9219 Epoch 17: loss did not improve from 0.05075 139/400 [=========>....................] - ETA: 2:29 - loss: 0.1051 - dice_coefficient: 0.9221 Epoch 17: loss did not improve from 0.05075 140/400 [=========>....................] - ETA: 2:29 - loss: 0.1050 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 141/400 [=========>....................] - ETA: 2:28 - loss: 0.1046 - dice_coefficient: 0.9225 Epoch 17: loss did not improve from 0.05075 142/400 [=========>....................] - ETA: 2:27 - loss: 0.1043 - dice_coefficient: 0.9229 Epoch 17: loss did not improve from 0.05075 143/400 [=========>....................] - ETA: 2:27 - loss: 0.1056 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 144/400 [=========>....................] - ETA: 2:26 - loss: 0.1052 - dice_coefficient: 0.9221 Epoch 17: loss did not improve from 0.05075 145/400 [=========>....................] - ETA: 2:26 - loss: 0.1048 - dice_coefficient: 0.9224 Epoch 17: loss did not improve from 0.05075 146/400 [=========>....................] - ETA: 2:25 - loss: 0.1043 - dice_coefficient: 0.9227 Epoch 17: loss did not improve from 0.05075 147/400 [==========>...................] - ETA: 2:24 - loss: 0.1037 - dice_coefficient: 0.9232 Epoch 17: loss did not improve from 0.05075 148/400 [==========>...................] - ETA: 2:24 - loss: 0.1035 - dice_coefficient: 0.9233 Epoch 17: loss did not improve from 0.05075 149/400 [==========>...................] - ETA: 2:23 - loss: 0.1031 - dice_coefficient: 0.9235 Epoch 17: loss did not improve from 0.05075 150/400 [==========>...................] - ETA: 2:23 - loss: 0.1038 - dice_coefficient: 0.9228 Epoch 17: loss did not improve from 0.05075 151/400 [==========>...................] - ETA: 2:22 - loss: 0.1034 - dice_coefficient: 0.9232 Epoch 17: loss did not improve from 0.05075 152/400 [==========>...................] - ETA: 2:22 - loss: 0.1033 - dice_coefficient: 0.9233 Epoch 17: loss did not improve from 0.05075 153/400 [==========>...................] - ETA: 2:21 - loss: 0.1030 - dice_coefficient: 0.9236 Epoch 17: loss did not improve from 0.05075 154/400 [==========>...................] - ETA: 2:20 - loss: 0.1026 - dice_coefficient: 0.9239 Epoch 17: loss did not improve from 0.05075 155/400 [==========>...................] - ETA: 2:20 - loss: 0.1023 - dice_coefficient: 0.9241 Epoch 17: loss did not improve from 0.05075 156/400 [==========>...................] - ETA: 2:19 - loss: 0.1020 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 157/400 [==========>...................] - ETA: 2:19 - loss: 0.1029 - dice_coefficient: 0.9236 Epoch 17: loss did not improve from 0.05075 158/400 [==========>...................] - ETA: 2:18 - loss: 0.1047 - dice_coefficient: 0.9222 Epoch 17: loss did not improve from 0.05075 159/400 [==========>...................] - ETA: 2:18 - loss: 0.1048 - dice_coefficient: 0.9220 Epoch 17: loss did not improve from 0.05075 160/400 [===========>..................] - ETA: 2:17 - loss: 0.1046 - dice_coefficient: 0.9222 Epoch 17: loss did not improve from 0.05075 161/400 [===========>..................] - ETA: 2:16 - loss: 0.1044 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 162/400 [===========>..................] - ETA: 2:16 - loss: 0.1043 - dice_coefficient: 0.9225 Epoch 17: loss did not improve from 0.05075 163/400 [===========>..................] - ETA: 2:15 - loss: 0.1045 - dice_coefficient: 0.9222 Epoch 17: loss did not improve from 0.05075 164/400 [===========>..................] - ETA: 2:15 - loss: 0.1047 - dice_coefficient: 0.9224 Epoch 17: loss did not improve from 0.05075 165/400 [===========>..................] - ETA: 2:14 - loss: 0.1049 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 166/400 [===========>..................] - ETA: 2:14 - loss: 0.1048 - dice_coefficient: 0.9226 Epoch 17: loss did not improve from 0.05075 167/400 [===========>..................] - ETA: 2:13 - loss: 0.1047 - dice_coefficient: 0.9225 Epoch 17: loss did not improve from 0.05075 168/400 [===========>..................] - ETA: 2:12 - loss: 0.1044 - dice_coefficient: 0.9228 Epoch 17: loss did not improve from 0.05075 169/400 [===========>..................] - ETA: 2:12 - loss: 0.1064 - dice_coefficient: 0.9212 Epoch 17: loss did not improve from 0.05075 170/400 [===========>..................] - ETA: 2:11 - loss: 0.1064 - dice_coefficient: 0.9211 Epoch 17: loss did not improve from 0.05075 171/400 [===========>..................] - ETA: 2:11 - loss: 0.1060 - dice_coefficient: 0.9214 Epoch 17: loss did not improve from 0.05075 172/400 [===========>..................] - ETA: 2:10 - loss: 0.1058 - dice_coefficient: 0.9215 Epoch 17: loss did not improve from 0.05075 173/400 [===========>..................] - ETA: 2:10 - loss: 0.1056 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 174/400 [============>.................] - ETA: 2:09 - loss: 0.1053 - dice_coefficient: 0.9219 Epoch 17: loss did not improve from 0.05075 175/400 [============>.................] - ETA: 2:08 - loss: 0.1049 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 176/400 [============>.................] - ETA: 2:08 - loss: 0.1048 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 177/400 [============>.................] - ETA: 2:07 - loss: 0.1081 - dice_coefficient: 0.9200 Epoch 17: loss did not improve from 0.05075 178/400 [============>.................] - ETA: 2:07 - loss: 0.1078 - dice_coefficient: 0.9203 Epoch 17: loss did not improve from 0.05075 179/400 [============>.................] - ETA: 2:06 - loss: 0.1077 - dice_coefficient: 0.9203 Epoch 17: loss did not improve from 0.05075 180/400 [============>.................] - ETA: 2:06 - loss: 0.1073 - dice_coefficient: 0.9206 Epoch 17: loss did not improve from 0.05075 181/400 [============>.................] - ETA: 2:05 - loss: 0.1070 - dice_coefficient: 0.9209 Epoch 17: loss did not improve from 0.05075 182/400 [============>.................] - ETA: 2:04 - loss: 0.1068 - dice_coefficient: 0.9211 Epoch 17: loss did not improve from 0.05075 183/400 [============>.................] - ETA: 2:04 - loss: 0.1063 - dice_coefficient: 0.9214 Epoch 17: loss did not improve from 0.05075 184/400 [============>.................] - ETA: 2:03 - loss: 0.1059 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 185/400 [============>.................] - ETA: 2:03 - loss: 0.1059 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 186/400 [============>.................] - ETA: 2:02 - loss: 0.1056 - dice_coefficient: 0.9218 Epoch 17: loss did not improve from 0.05075 187/400 [=============>................] - ETA: 2:01 - loss: 0.1055 - dice_coefficient: 0.9219 Epoch 17: loss did not improve from 0.05075 188/400 [=============>................] - ETA: 2:01 - loss: 0.1056 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 189/400 [=============>................] - ETA: 2:00 - loss: 0.1053 - dice_coefficient: 0.9220 Epoch 17: loss did not improve from 0.05075 190/400 [=============>................] - ETA: 2:00 - loss: 0.1057 - dice_coefficient: 0.9217 Epoch 17: loss did not improve from 0.05075 191/400 [=============>................] - ETA: 1:59 - loss: 0.1057 - dice_coefficient: 0.9218 Epoch 17: loss did not improve from 0.05075 192/400 [=============>................] - ETA: 1:59 - loss: 0.1055 - dice_coefficient: 0.9219 Epoch 17: loss did not improve from 0.05075 193/400 [=============>................] - ETA: 1:58 - loss: 0.1056 - dice_coefficient: 0.9219 Epoch 17: loss did not improve from 0.05075 194/400 [=============>................] - ETA: 1:57 - loss: 0.1055 - dice_coefficient: 0.9220 Epoch 17: loss did not improve from 0.05075 195/400 [=============>................] - ETA: 1:57 - loss: 0.1052 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 196/400 [=============>................] - ETA: 1:56 - loss: 0.1052 - dice_coefficient: 0.9222 Epoch 17: loss did not improve from 0.05075 197/400 [=============>................] - ETA: 1:56 - loss: 0.1051 - dice_coefficient: 0.9223 Epoch 17: loss did not improve from 0.05075 198/400 [=============>................] - ETA: 1:55 - loss: 0.1048 - dice_coefficient: 0.9225 Epoch 17: loss did not improve from 0.05075 199/400 [=============>................] - ETA: 1:55 - loss: 0.1045 - dice_coefficient: 0.9227 Epoch 17: loss did not improve from 0.05075 200/400 [==============>...............] - ETA: 1:54 - loss: 0.1044 - dice_coefficient: 0.9229 Epoch 17: loss did not improve from 0.05075 201/400 [==============>...............] - ETA: 1:53 - loss: 0.1042 - dice_coefficient: 0.9230 Epoch 17: loss did not improve from 0.05075 202/400 [==============>...............] - ETA: 1:53 - loss: 0.1040 - dice_coefficient: 0.9233 Epoch 17: loss did not improve from 0.05075 203/400 [==============>...............] - ETA: 1:52 - loss: 0.1037 - dice_coefficient: 0.9235 Epoch 17: loss did not improve from 0.05075 204/400 [==============>...............] - ETA: 1:52 - loss: 0.1033 - dice_coefficient: 0.9238 Epoch 17: loss did not improve from 0.05075 205/400 [==============>...............] - ETA: 1:51 - loss: 0.1031 - dice_coefficient: 0.9239 Epoch 17: loss did not improve from 0.05075 206/400 [==============>...............] - ETA: 1:51 - loss: 0.1028 - dice_coefficient: 0.9242 Epoch 17: loss did not improve from 0.05075 207/400 [==============>...............] - ETA: 1:50 - loss: 0.1029 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 208/400 [==============>...............] - ETA: 1:49 - loss: 0.1028 - dice_coefficient: 0.9245 Epoch 17: loss did not improve from 0.05075 209/400 [==============>...............] - ETA: 1:49 - loss: 0.1028 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 210/400 [==============>...............] - ETA: 1:48 - loss: 0.1047 - dice_coefficient: 0.9233 Epoch 17: loss did not improve from 0.05075 211/400 [==============>...............] - ETA: 1:48 - loss: 0.1045 - dice_coefficient: 0.9235 Epoch 17: loss did not improve from 0.05075 212/400 [==============>...............] - ETA: 1:47 - loss: 0.1045 - dice_coefficient: 0.9234 Epoch 17: loss did not improve from 0.05075 213/400 [==============>...............] - ETA: 1:47 - loss: 0.1043 - dice_coefficient: 0.9236 Epoch 17: loss did not improve from 0.05075 214/400 [===============>..............] - ETA: 1:46 - loss: 0.1041 - dice_coefficient: 0.9236 Epoch 17: loss did not improve from 0.05075 215/400 [===============>..............] - ETA: 1:45 - loss: 0.1039 - dice_coefficient: 0.9238 Epoch 17: loss did not improve from 0.05075 216/400 [===============>..............] - ETA: 1:45 - loss: 0.1039 - dice_coefficient: 0.9239 Epoch 17: loss did not improve from 0.05075 217/400 [===============>..............] - ETA: 1:44 - loss: 0.1037 - dice_coefficient: 0.9240 Epoch 17: loss did not improve from 0.05075 218/400 [===============>..............] - ETA: 1:44 - loss: 0.1040 - dice_coefficient: 0.9237 Epoch 17: loss did not improve from 0.05075 219/400 [===============>..............] - ETA: 1:43 - loss: 0.1038 - dice_coefficient: 0.9238 Epoch 17: loss did not improve from 0.05075 220/400 [===============>..............] - ETA: 1:43 - loss: 0.1036 - dice_coefficient: 0.9240 Epoch 17: loss did not improve from 0.05075 221/400 [===============>..............] - ETA: 1:42 - loss: 0.1034 - dice_coefficient: 0.9241 Epoch 17: loss did not improve from 0.05075 222/400 [===============>..............] - ETA: 1:41 - loss: 0.1031 - dice_coefficient: 0.9244 Epoch 17: loss did not improve from 0.05075 223/400 [===============>..............] - ETA: 1:41 - loss: 0.1030 - dice_coefficient: 0.9244 Epoch 17: loss did not improve from 0.05075 224/400 [===============>..............] - ETA: 1:40 - loss: 0.1027 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 225/400 [===============>..............] - ETA: 1:40 - loss: 0.1025 - dice_coefficient: 0.9248 Epoch 17: loss did not improve from 0.05075 226/400 [===============>..............] - ETA: 1:39 - loss: 0.1023 - dice_coefficient: 0.9250 Epoch 17: loss did not improve from 0.05075 227/400 [================>.............] - ETA: 1:39 - loss: 0.1021 - dice_coefficient: 0.9252 Epoch 17: loss did not improve from 0.05075 228/400 [================>.............] - ETA: 1:38 - loss: 0.1019 - dice_coefficient: 0.9254 Epoch 17: loss did not improve from 0.05075 229/400 [================>.............] - ETA: 1:37 - loss: 0.1021 - dice_coefficient: 0.9252 Epoch 17: loss did not improve from 0.05075 230/400 [================>.............] - ETA: 1:37 - loss: 0.1019 - dice_coefficient: 0.9253 Epoch 17: loss did not improve from 0.05075 231/400 [================>.............] - ETA: 1:36 - loss: 0.1019 - dice_coefficient: 0.9253 Epoch 17: loss did not improve from 0.05075 232/400 [================>.............] - ETA: 1:36 - loss: 0.1017 - dice_coefficient: 0.9255 Epoch 17: loss did not improve from 0.05075 233/400 [================>.............] - ETA: 1:35 - loss: 0.1015 - dice_coefficient: 0.9255 Epoch 17: loss did not improve from 0.05075 234/400 [================>.............] - ETA: 1:34 - loss: 0.1012 - dice_coefficient: 0.9257 Epoch 17: loss did not improve from 0.05075 235/400 [================>.............] - ETA: 1:34 - loss: 0.1009 - dice_coefficient: 0.9260 Epoch 17: loss did not improve from 0.05075 236/400 [================>.............] - ETA: 1:33 - loss: 0.1007 - dice_coefficient: 0.9262 Epoch 17: loss did not improve from 0.05075 237/400 [================>.............] - ETA: 1:33 - loss: 0.1006 - dice_coefficient: 0.9263 Epoch 17: loss did not improve from 0.05075 238/400 [================>.............] - ETA: 1:32 - loss: 0.1004 - dice_coefficient: 0.9265 Epoch 17: loss did not improve from 0.05075 239/400 [================>.............] - ETA: 1:32 - loss: 0.1005 - dice_coefficient: 0.9265 Epoch 17: loss did not improve from 0.05075 240/400 [=================>............] - ETA: 1:31 - loss: 0.1003 - dice_coefficient: 0.9266 Epoch 17: loss did not improve from 0.05075 241/400 [=================>............] - ETA: 1:31 - loss: 0.1003 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 242/400 [=================>............] - ETA: 1:30 - loss: 0.1003 - dice_coefficient: 0.9266 Epoch 17: loss did not improve from 0.05075 243/400 [=================>............] - ETA: 1:29 - loss: 0.1001 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 244/400 [=================>............] - ETA: 1:29 - loss: 0.0999 - dice_coefficient: 0.9268 Epoch 17: loss did not improve from 0.05075 245/400 [=================>............] - ETA: 1:28 - loss: 0.0997 - dice_coefficient: 0.9270 Epoch 17: loss did not improve from 0.05075 246/400 [=================>............] - ETA: 1:28 - loss: 0.0994 - dice_coefficient: 0.9272 Epoch 17: loss did not improve from 0.05075 247/400 [=================>............] - ETA: 1:27 - loss: 0.0995 - dice_coefficient: 0.9271 Epoch 17: loss did not improve from 0.05075 248/400 [=================>............] - ETA: 1:27 - loss: 0.0992 - dice_coefficient: 0.9273 Epoch 17: loss did not improve from 0.05075 249/400 [=================>............] - ETA: 1:26 - loss: 0.0990 - dice_coefficient: 0.9274 Epoch 17: loss did not improve from 0.05075 250/400 [=================>............] - ETA: 1:26 - loss: 0.0989 - dice_coefficient: 0.9275 Epoch 17: loss did not improve from 0.05075 251/400 [=================>............] - ETA: 1:25 - loss: 0.0988 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 252/400 [=================>............] - ETA: 1:24 - loss: 0.0987 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 253/400 [=================>............] - ETA: 1:24 - loss: 0.0986 - dice_coefficient: 0.9279 Epoch 17: loss did not improve from 0.05075 254/400 [==================>...........] - ETA: 1:23 - loss: 0.0984 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 255/400 [==================>...........] - ETA: 1:23 - loss: 0.0984 - dice_coefficient: 0.9280 Epoch 17: loss did not improve from 0.05075 256/400 [==================>...........] - ETA: 1:22 - loss: 0.0984 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 257/400 [==================>...........] - ETA: 1:22 - loss: 0.0984 - dice_coefficient: 0.9282 Epoch 17: loss did not improve from 0.05075 258/400 [==================>...........] - ETA: 1:21 - loss: 0.0982 - dice_coefficient: 0.9282 Epoch 17: loss did not improve from 0.05075 259/400 [==================>...........] - ETA: 1:20 - loss: 0.0990 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 260/400 [==================>...........] - ETA: 1:20 - loss: 0.0989 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 261/400 [==================>...........] - ETA: 1:19 - loss: 0.0989 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1603 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 263/400 [==================>...........] - ETA: 1:18 - loss: 0.1598 - dice_coefficient: 0.9245 Epoch 17: loss did not improve from 0.05075 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1595 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 265/400 [==================>...........] - ETA: 1:17 - loss: 0.1598 - dice_coefficient: 0.9241 Epoch 17: loss did not improve from 0.05075 266/400 [==================>...........] - ETA: 1:16 - loss: 0.1599 - dice_coefficient: 0.9238 Epoch 17: loss did not improve from 0.05075 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1597 - dice_coefficient: 0.9237 Epoch 17: loss did not improve from 0.05075 268/400 [===================>..........] - ETA: 1:15 - loss: 0.1593 - dice_coefficient: 0.9239 Epoch 17: loss did not improve from 0.05075 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1589 - dice_coefficient: 0.9241 Epoch 17: loss did not improve from 0.05075 270/400 [===================>..........] - ETA: 1:14 - loss: 0.1587 - dice_coefficient: 0.9241 Epoch 17: loss did not improve from 0.05075 271/400 [===================>..........] - ETA: 1:14 - loss: 0.1582 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 272/400 [===================>..........] - ETA: 1:13 - loss: 0.1580 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 273/400 [===================>..........] - ETA: 1:12 - loss: 0.1578 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1575 - dice_coefficient: 0.9245 Epoch 17: loss did not improve from 0.05075 275/400 [===================>..........] - ETA: 1:11 - loss: 0.1571 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1566 - dice_coefficient: 0.9248 Epoch 17: loss did not improve from 0.05075 277/400 [===================>..........] - ETA: 1:10 - loss: 0.1564 - dice_coefficient: 0.9250 Epoch 17: loss did not improve from 0.05075 278/400 [===================>..........] - ETA: 1:10 - loss: 0.1562 - dice_coefficient: 0.9248 Epoch 17: loss did not improve from 0.05075 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1563 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 280/400 [====================>.........] - ETA: 1:08 - loss: 0.1560 - dice_coefficient: 0.9247 Epoch 17: loss did not improve from 0.05075 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1562 - dice_coefficient: 0.9243 Epoch 17: loss did not improve from 0.05075 282/400 [====================>.........] - ETA: 1:07 - loss: 0.1561 - dice_coefficient: 0.9244 Epoch 17: loss did not improve from 0.05075 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1558 - dice_coefficient: 0.9244 Epoch 17: loss did not improve from 0.05075 284/400 [====================>.........] - ETA: 1:06 - loss: 0.1554 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1552 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1548 - dice_coefficient: 0.9247 Epoch 17: loss did not improve from 0.05075 287/400 [====================>.........] - ETA: 1:04 - loss: 0.1544 - dice_coefficient: 0.9249 Epoch 17: loss did not improve from 0.05075 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1541 - dice_coefficient: 0.9250 Epoch 17: loss did not improve from 0.05075 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1540 - dice_coefficient: 0.9250 Epoch 17: loss did not improve from 0.05075 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1543 - dice_coefficient: 0.9246 Epoch 17: loss did not improve from 0.05075 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1540 - dice_coefficient: 0.9247 Epoch 17: loss did not improve from 0.05075 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1536 - dice_coefficient: 0.9248 Epoch 17: loss did not improve from 0.05075 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1532 - dice_coefficient: 0.9250 Epoch 17: loss did not improve from 0.05075 294/400 [=====================>........] - ETA: 1:00 - loss: 0.1528 - dice_coefficient: 0.9252 Epoch 17: loss did not improve from 0.05075 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1526 - dice_coefficient: 0.9253 Epoch 17: loss did not improve from 0.05075 296/400 [=====================>........] - ETA: 59s - loss: 0.1522 - dice_coefficient: 0.9254 Epoch 17: loss did not improve from 0.05075 297/400 [=====================>........] - ETA: 59s - loss: 0.1519 - dice_coefficient: 0.9255 Epoch 17: loss did not improve from 0.05075 298/400 [=====================>........] - ETA: 58s - loss: 0.1518 - dice_coefficient: 0.9255 Epoch 17: loss did not improve from 0.05075 299/400 [=====================>........] - ETA: 57s - loss: 0.1521 - dice_coefficient: 0.9251 Epoch 17: loss did not improve from 0.05075 300/400 [=====================>........] - ETA: 57s - loss: 0.1519 - dice_coefficient: 0.9252 Epoch 17: loss did not improve from 0.05075 301/400 [=====================>........] - ETA: 56s - loss: 0.1515 - dice_coefficient: 0.9254 Epoch 17: loss did not improve from 0.05075 302/400 [=====================>........] - ETA: 56s - loss: 0.1512 - dice_coefficient: 0.9255 Epoch 17: loss did not improve from 0.05075 303/400 [=====================>........] - ETA: 55s - loss: 0.1508 - dice_coefficient: 0.9256 Epoch 17: loss did not improve from 0.05075 304/400 [=====================>........] - ETA: 55s - loss: 0.1505 - dice_coefficient: 0.9257 Epoch 17: loss did not improve from 0.05075 305/400 [=====================>........] - ETA: 54s - loss: 0.1502 - dice_coefficient: 0.9259 Epoch 17: loss did not improve from 0.05075 306/400 [=====================>........] - ETA: 53s - loss: 0.1501 - dice_coefficient: 0.9258 Epoch 17: loss did not improve from 0.05075 307/400 [======================>.......] - ETA: 53s - loss: 0.1498 - dice_coefficient: 0.9259 Epoch 17: loss did not improve from 0.05075 308/400 [======================>.......] - ETA: 52s - loss: 0.1495 - dice_coefficient: 0.9260 Epoch 17: loss did not improve from 0.05075 309/400 [======================>.......] - ETA: 52s - loss: 0.1493 - dice_coefficient: 0.9261 Epoch 17: loss did not improve from 0.05075 310/400 [======================>.......] - ETA: 51s - loss: 0.1490 - dice_coefficient: 0.9262 Epoch 17: loss did not improve from 0.05075 311/400 [======================>.......] - ETA: 51s - loss: 0.1487 - dice_coefficient: 0.9263 Epoch 17: loss did not improve from 0.05075 312/400 [======================>.......] - ETA: 50s - loss: 0.1484 - dice_coefficient: 0.9264 Epoch 17: loss did not improve from 0.05075 313/400 [======================>.......] - ETA: 49s - loss: 0.1482 - dice_coefficient: 0.9265 Epoch 17: loss did not improve from 0.05075 314/400 [======================>.......] - ETA: 49s - loss: 0.1479 - dice_coefficient: 0.9266 Epoch 17: loss did not improve from 0.05075 315/400 [======================>.......] - ETA: 48s - loss: 0.1477 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 316/400 [======================>.......] - ETA: 48s - loss: 0.1475 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 317/400 [======================>.......] - ETA: 47s - loss: 0.1475 - dice_coefficient: 0.9265 Epoch 17: loss did not improve from 0.05075 318/400 [======================>.......] - ETA: 47s - loss: 0.1473 - dice_coefficient: 0.9265 Epoch 17: loss did not improve from 0.05075 319/400 [======================>.......] - ETA: 46s - loss: 0.1471 - dice_coefficient: 0.9266 Epoch 17: loss did not improve from 0.05075 320/400 [=======================>......] - ETA: 45s - loss: 0.1469 - dice_coefficient: 0.9266 Epoch 17: loss did not improve from 0.05075 321/400 [=======================>......] - ETA: 45s - loss: 0.1466 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 322/400 [=======================>......] - ETA: 44s - loss: 0.1464 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 323/400 [=======================>......] - ETA: 44s - loss: 0.1463 - dice_coefficient: 0.9268 Epoch 17: loss did not improve from 0.05075 324/400 [=======================>......] - ETA: 43s - loss: 0.1462 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 325/400 [=======================>......] - ETA: 43s - loss: 0.1458 - dice_coefficient: 0.9268 Epoch 17: loss did not improve from 0.05075 326/400 [=======================>......] - ETA: 42s - loss: 0.1458 - dice_coefficient: 0.9269 Epoch 17: loss did not improve from 0.05075 327/400 [=======================>......] - ETA: 41s - loss: 0.1456 - dice_coefficient: 0.9269 Epoch 17: loss did not improve from 0.05075 328/400 [=======================>......] - ETA: 41s - loss: 0.1454 - dice_coefficient: 0.9270 Epoch 17: loss did not improve from 0.05075 329/400 [=======================>......] - ETA: 40s - loss: 0.1451 - dice_coefficient: 0.9271 Epoch 17: loss did not improve from 0.05075 330/400 [=======================>......] - ETA: 40s - loss: 0.1449 - dice_coefficient: 0.9272 Epoch 17: loss did not improve from 0.05075 331/400 [=======================>......] - ETA: 39s - loss: 0.1448 - dice_coefficient: 0.9272 Epoch 17: loss did not improve from 0.05075 332/400 [=======================>......] - ETA: 39s - loss: 0.1456 - dice_coefficient: 0.9265 Epoch 17: loss did not improve from 0.05075 333/400 [=======================>......] - ETA: 38s - loss: 0.1453 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 334/400 [========================>.....] - ETA: 37s - loss: 0.1453 - dice_coefficient: 0.9265 Epoch 17: loss did not improve from 0.05075 335/400 [========================>.....] - ETA: 37s - loss: 0.1451 - dice_coefficient: 0.9266 Epoch 17: loss did not improve from 0.05075 336/400 [========================>.....] - ETA: 36s - loss: 0.1448 - dice_coefficient: 0.9267 Epoch 17: loss did not improve from 0.05075 337/400 [========================>.....] - ETA: 36s - loss: 0.1446 - dice_coefficient: 0.9268 Epoch 17: loss did not improve from 0.05075 338/400 [========================>.....] - ETA: 35s - loss: 0.1444 - dice_coefficient: 0.9269 Epoch 17: loss did not improve from 0.05075 339/400 [========================>.....] - ETA: 35s - loss: 0.1442 - dice_coefficient: 0.9270 Epoch 17: loss did not improve from 0.05075 340/400 [========================>.....] - ETA: 34s - loss: 0.1438 - dice_coefficient: 0.9271 Epoch 17: loss did not improve from 0.05075 341/400 [========================>.....] - ETA: 33s - loss: 0.1436 - dice_coefficient: 0.9272 Epoch 17: loss did not improve from 0.05075 342/400 [========================>.....] - ETA: 33s - loss: 0.1434 - dice_coefficient: 0.9272 Epoch 17: loss did not improve from 0.05075 343/400 [========================>.....] - ETA: 32s - loss: 0.1432 - dice_coefficient: 0.9273 Epoch 17: loss did not improve from 0.05075 344/400 [========================>.....] - ETA: 32s - loss: 0.1432 - dice_coefficient: 0.9272 Epoch 17: loss did not improve from 0.05075 345/400 [========================>.....] - ETA: 31s - loss: 0.1430 - dice_coefficient: 0.9273 Epoch 17: loss did not improve from 0.05075 346/400 [========================>.....] - ETA: 30s - loss: 0.1427 - dice_coefficient: 0.9274 Epoch 17: loss did not improve from 0.05075 347/400 [=========================>....] - ETA: 30s - loss: 0.1424 - dice_coefficient: 0.9275 Epoch 17: loss did not improve from 0.05075 348/400 [=========================>....] - ETA: 29s - loss: 0.1422 - dice_coefficient: 0.9275 Epoch 17: loss did not improve from 0.05075 349/400 [=========================>....] - ETA: 29s - loss: 0.1422 - dice_coefficient: 0.9274 Epoch 17: loss did not improve from 0.05075 350/400 [=========================>....] - ETA: 28s - loss: 0.1419 - dice_coefficient: 0.9275 Epoch 17: loss did not improve from 0.05075 351/400 [=========================>....] - ETA: 28s - loss: 0.1416 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 352/400 [=========================>....] - ETA: 27s - loss: 0.1413 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 353/400 [=========================>....] - ETA: 26s - loss: 0.1412 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 354/400 [=========================>....] - ETA: 26s - loss: 0.1410 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 355/400 [=========================>....] - ETA: 25s - loss: 0.1409 - dice_coefficient: 0.9279 Epoch 17: loss did not improve from 0.05075 356/400 [=========================>....] - ETA: 25s - loss: 0.1407 - dice_coefficient: 0.9279 Epoch 17: loss did not improve from 0.05075 357/400 [=========================>....] - ETA: 24s - loss: 0.1406 - dice_coefficient: 0.9280 Epoch 17: loss did not improve from 0.05075 358/400 [=========================>....] - ETA: 24s - loss: 0.1403 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 359/400 [=========================>....] - ETA: 23s - loss: 0.1407 - dice_coefficient: 0.9276 Epoch 17: loss did not improve from 0.05075 360/400 [==========================>...] - ETA: 22s - loss: 0.1406 - dice_coefficient: 0.9276 Epoch 17: loss did not improve from 0.05075 361/400 [==========================>...] - ETA: 22s - loss: 0.1404 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 362/400 [==========================>...] - ETA: 21s - loss: 0.1404 - dice_coefficient: 0.9275 Epoch 17: loss did not improve from 0.05075 363/400 [==========================>...] - ETA: 21s - loss: 0.1402 - dice_coefficient: 0.9276 Epoch 17: loss did not improve from 0.05075 364/400 [==========================>...] - ETA: 20s - loss: 0.1400 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 365/400 [==========================>...] - ETA: 20s - loss: 0.1399 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 366/400 [==========================>...] - ETA: 19s - loss: 0.1398 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 367/400 [==========================>...] - ETA: 18s - loss: 0.1395 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 368/400 [==========================>...] - ETA: 18s - loss: 0.1395 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 369/400 [==========================>...] - ETA: 17s - loss: 0.1393 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 370/400 [==========================>...] - ETA: 17s - loss: 0.1392 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 371/400 [==========================>...] - ETA: 16s - loss: 0.1390 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 372/400 [==========================>...] - ETA: 16s - loss: 0.1391 - dice_coefficient: 0.9276 Epoch 17: loss did not improve from 0.05075 373/400 [==========================>...] - ETA: 15s - loss: 0.1388 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 374/400 [===========================>..] - ETA: 14s - loss: 0.1387 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 375/400 [===========================>..] - ETA: 14s - loss: 0.1386 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 376/400 [===========================>..] - ETA: 13s - loss: 0.1383 - dice_coefficient: 0.9279 Epoch 17: loss did not improve from 0.05075 377/400 [===========================>..] - ETA: 13s - loss: 0.1381 - dice_coefficient: 0.9280 Epoch 17: loss did not improve from 0.05075 378/400 [===========================>..] - ETA: 12s - loss: 0.1379 - dice_coefficient: 0.9280 Epoch 17: loss did not improve from 0.05075 379/400 [===========================>..] - ETA: 12s - loss: 0.1377 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 380/400 [===========================>..] - ETA: 11s - loss: 0.1379 - dice_coefficient: 0.9280 Epoch 17: loss did not improve from 0.05075 381/400 [===========================>..] - ETA: 10s - loss: 0.1377 - dice_coefficient: 0.9280 Epoch 17: loss did not improve from 0.05075 382/400 [===========================>..] - ETA: 10s - loss: 0.1375 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 383/400 [===========================>..] - ETA: 9s - loss: 0.1374 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 384/400 [===========================>..] - ETA: 9s - loss: 0.1375 - dice_coefficient: 0.9279 Epoch 17: loss did not improve from 0.05075 385/400 [===========================>..] - ETA: 8s - loss: 0.1372 - dice_coefficient: 0.9280 Epoch 17: loss did not improve from 0.05075 386/400 [===========================>..] - ETA: 8s - loss: 0.1371 - dice_coefficient: 0.9281 Epoch 17: loss did not improve from 0.05075 387/400 [============================>.] - ETA: 7s - loss: 0.1369 - dice_coefficient: 0.9282 Epoch 17: loss did not improve from 0.05075 388/400 [============================>.] - ETA: 6s - loss: 0.1366 - dice_coefficient: 0.9283 Epoch 17: loss did not improve from 0.05075 389/400 [============================>.] - ETA: 6s - loss: 0.1364 - dice_coefficient: 0.9284 Epoch 17: loss did not improve from 0.05075 390/400 [============================>.] - ETA: 5s - loss: 0.1362 - dice_coefficient: 0.9285 Epoch 17: loss did not improve from 0.05075 391/400 [============================>.] - ETA: 5s - loss: 0.1360 - dice_coefficient: 0.9285 Epoch 17: loss did not improve from 0.05075 392/400 [============================>.] - ETA: 4s - loss: 0.1360 - dice_coefficient: 0.9286 Epoch 17: loss did not improve from 0.05075 393/400 [============================>.] - ETA: 4s - loss: 0.1363 - dice_coefficient: 0.9282 Epoch 17: loss did not improve from 0.05075 394/400 [============================>.] - ETA: 3s - loss: 0.1370 - dice_coefficient: 0.9276 Epoch 17: loss did not improve from 0.05075 395/400 [============================>.] - ETA: 2s - loss: 0.1370 - dice_coefficient: 0.9275 Epoch 17: loss did not improve from 0.05075 396/400 [============================>.] - ETA: 2s - loss: 0.1367 - dice_coefficient: 0.9276 Epoch 17: loss did not improve from 0.05075 397/400 [============================>.] - ETA: 1s - loss: 0.1365 - dice_coefficient: 0.9277 Epoch 17: loss did not improve from 0.05075 398/400 [============================>.] - ETA: 1s - loss: 0.1363 - dice_coefficient: 0.9278 Epoch 17: loss did not improve from 0.05075 399/400 [============================>.] - ETA: 0s - loss: 0.1364 - dice_coefficient: 0.9276 Epoch 17: loss did not improve from 0.05075 400/400 [==============================] - 231s 576ms/step - loss: 0.1363 - dice_coefficient: 0.9277 - val_loss: 0.6780 - val_dice_coefficient: 0.6685 - lr: 2.0000e-05 Epoch 18/30 Epoch 18: loss improved from 0.05075 to 0.03556, saving model to model-0.04.h5 1/400 [..............................] - ETA: 4:47 - loss: 0.0356 - dice_coefficient: 0.9671 Epoch 18: loss did not improve from 0.03556 2/400 [..............................] - ETA: 3:42 - loss: 0.0420 - dice_coefficient: 0.9626 Epoch 18: loss did not improve from 0.03556 3/400 [..............................] - ETA: 3:48 - loss: 0.0532 - dice_coefficient: 0.9537 Epoch 18: loss did not improve from 0.03556 4/400 [..............................] - ETA: 3:45 - loss: 0.0530 - dice_coefficient: 0.9553 Epoch 18: loss did not improve from 0.03556 5/400 [..............................] - ETA: 3:45 - loss: 0.0543 - dice_coefficient: 0.9581 Epoch 18: loss did not improve from 0.03556 6/400 [..............................] - ETA: 3:45 - loss: 0.0646 - dice_coefficient: 0.9576 Epoch 18: loss did not improve from 0.03556 7/400 [..............................] - ETA: 3:43 - loss: 0.0583 - dice_coefficient: 0.9615 Epoch 18: loss did not improve from 0.03556 8/400 [..............................] - ETA: 3:43 - loss: 0.0549 - dice_coefficient: 0.9630 Epoch 18: loss did not improve from 0.03556 9/400 [..............................] - ETA: 3:43 - loss: 0.0760 - dice_coefficient: 0.9456 Epoch 18: loss did not improve from 0.03556 10/400 [..............................] - ETA: 3:42 - loss: 0.0762 - dice_coefficient: 0.9463 Epoch 18: loss did not improve from 0.03556 11/400 [..............................] - ETA: 3:42 - loss: 0.0779 - dice_coefficient: 0.9436 Epoch 18: loss did not improve from 0.03556 12/400 [..............................] - ETA: 3:41 - loss: 0.0766 - dice_coefficient: 0.9460 Epoch 18: loss did not improve from 0.03556 13/400 [..............................] - ETA: 3:40 - loss: 0.0738 - dice_coefficient: 0.9476 Epoch 18: loss did not improve from 0.03556 14/400 [>.............................] - ETA: 3:39 - loss: 0.0707 - dice_coefficient: 0.9501 Epoch 18: loss did not improve from 0.03556 15/400 [>.............................] - ETA: 3:39 - loss: 0.0688 - dice_coefficient: 0.9517 Epoch 18: loss did not improve from 0.03556 16/400 [>.............................] - ETA: 3:39 - loss: 0.0680 - dice_coefficient: 0.9516 Epoch 18: loss did not improve from 0.03556 17/400 [>.............................] - ETA: 3:38 - loss: 0.0724 - dice_coefficient: 0.9486 Epoch 18: loss did not improve from 0.03556 18/400 [>.............................] - ETA: 3:37 - loss: 0.0789 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 19/400 [>.............................] - ETA: 3:37 - loss: 0.0763 - dice_coefficient: 0.9441 Epoch 18: loss did not improve from 0.03556 20/400 [>.............................] - ETA: 3:36 - loss: 0.0748 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 21/400 [>.............................] - ETA: 3:36 - loss: 0.0764 - dice_coefficient: 0.9429 Epoch 18: loss did not improve from 0.03556 22/400 [>.............................] - ETA: 3:35 - loss: 0.0745 - dice_coefficient: 0.9443 Epoch 18: loss did not improve from 0.03556 23/400 [>.............................] - ETA: 3:35 - loss: 0.0940 - dice_coefficient: 0.9298 Epoch 18: loss did not improve from 0.03556 24/400 [>.............................] - ETA: 3:34 - loss: 0.0915 - dice_coefficient: 0.9315 Epoch 18: loss did not improve from 0.03556 25/400 [>.............................] - ETA: 3:33 - loss: 0.0939 - dice_coefficient: 0.9293 Epoch 18: loss did not improve from 0.03556 26/400 [>.............................] - ETA: 3:33 - loss: 0.0910 - dice_coefficient: 0.9316 Epoch 18: loss did not improve from 0.03556 27/400 [=>............................] - ETA: 3:32 - loss: 0.0886 - dice_coefficient: 0.9336 Epoch 18: loss did not improve from 0.03556 28/400 [=>............................] - ETA: 3:32 - loss: 0.0886 - dice_coefficient: 0.9336 Epoch 18: loss did not improve from 0.03556 29/400 [=>............................] - ETA: 3:31 - loss: 0.0869 - dice_coefficient: 0.9349 Epoch 18: loss did not improve from 0.03556 30/400 [=>............................] - ETA: 3:31 - loss: 0.0911 - dice_coefficient: 0.9312 Epoch 18: loss did not improve from 0.03556 31/400 [=>............................] - ETA: 3:30 - loss: 0.0904 - dice_coefficient: 0.9320 Epoch 18: loss did not improve from 0.03556 32/400 [=>............................] - ETA: 3:30 - loss: 0.0885 - dice_coefficient: 0.9335 Epoch 18: loss did not improve from 0.03556 33/400 [=>............................] - ETA: 3:29 - loss: 0.0870 - dice_coefficient: 0.9348 Epoch 18: loss did not improve from 0.03556 34/400 [=>............................] - ETA: 3:29 - loss: 0.0851 - dice_coefficient: 0.9363 Epoch 18: loss did not improve from 0.03556 35/400 [=>............................] - ETA: 3:28 - loss: 0.0840 - dice_coefficient: 0.9373 Epoch 18: loss did not improve from 0.03556 36/400 [=>............................] - ETA: 3:28 - loss: 0.0845 - dice_coefficient: 0.9368 Epoch 18: loss did not improve from 0.03556 37/400 [=>............................] - ETA: 3:27 - loss: 0.0840 - dice_coefficient: 0.9372 Epoch 18: loss did not improve from 0.03556 38/400 [=>............................] - ETA: 3:26 - loss: 0.0825 - dice_coefficient: 0.9383 Epoch 18: loss did not improve from 0.03556 39/400 [=>............................] - ETA: 3:26 - loss: 0.0824 - dice_coefficient: 0.9385 Epoch 18: loss did not improve from 0.03556 40/400 [==>...........................] - ETA: 3:25 - loss: 0.0838 - dice_coefficient: 0.9371 Epoch 18: loss did not improve from 0.03556 41/400 [==>...........................] - ETA: 3:25 - loss: 0.0825 - dice_coefficient: 0.9381 Epoch 18: loss did not improve from 0.03556 42/400 [==>...........................] - ETA: 3:24 - loss: 0.0817 - dice_coefficient: 0.9385 Epoch 18: loss did not improve from 0.03556 43/400 [==>...........................] - ETA: 3:23 - loss: 0.0817 - dice_coefficient: 0.9388 Epoch 18: loss did not improve from 0.03556 44/400 [==>...........................] - ETA: 3:23 - loss: 0.0808 - dice_coefficient: 0.9395 Epoch 18: loss did not improve from 0.03556 45/400 [==>...........................] - ETA: 3:22 - loss: 0.0799 - dice_coefficient: 0.9402 Epoch 18: loss did not improve from 0.03556 46/400 [==>...........................] - ETA: 3:22 - loss: 0.0792 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 47/400 [==>...........................] - ETA: 3:21 - loss: 0.0810 - dice_coefficient: 0.9389 Epoch 18: loss did not improve from 0.03556 48/400 [==>...........................] - ETA: 3:21 - loss: 0.0798 - dice_coefficient: 0.9398 Epoch 18: loss did not improve from 0.03556 49/400 [==>...........................] - ETA: 3:20 - loss: 0.0789 - dice_coefficient: 0.9406 Epoch 18: loss did not improve from 0.03556 50/400 [==>...........................] - ETA: 3:19 - loss: 0.0778 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 51/400 [==>...........................] - ETA: 3:19 - loss: 0.0773 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 52/400 [==>...........................] - ETA: 3:18 - loss: 0.0767 - dice_coefficient: 0.9423 Epoch 18: loss did not improve from 0.03556 53/400 [==>...........................] - ETA: 3:18 - loss: 0.0756 - dice_coefficient: 0.9431 Epoch 18: loss did not improve from 0.03556 54/400 [===>..........................] - ETA: 3:17 - loss: 0.0761 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 55/400 [===>..........................] - ETA: 3:17 - loss: 0.0756 - dice_coefficient: 0.9432 Epoch 18: loss did not improve from 0.03556 56/400 [===>..........................] - ETA: 3:16 - loss: 0.0747 - dice_coefficient: 0.9439 Epoch 18: loss did not improve from 0.03556 57/400 [===>..........................] - ETA: 3:15 - loss: 0.0762 - dice_coefficient: 0.9434 Epoch 18: loss did not improve from 0.03556 58/400 [===>..........................] - ETA: 3:15 - loss: 0.0758 - dice_coefficient: 0.9440 Epoch 18: loss did not improve from 0.03556 59/400 [===>..........................] - ETA: 3:14 - loss: 0.0778 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 60/400 [===>..........................] - ETA: 3:14 - loss: 0.0783 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 61/400 [===>..........................] - ETA: 3:13 - loss: 0.0775 - dice_coefficient: 0.9424 Epoch 18: loss did not improve from 0.03556 62/400 [===>..........................] - ETA: 3:13 - loss: 0.0776 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 63/400 [===>..........................] - ETA: 3:12 - loss: 0.0793 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 64/400 [===>..........................] - ETA: 3:11 - loss: 0.0789 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 65/400 [===>..........................] - ETA: 3:11 - loss: 0.0783 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 66/400 [===>..........................] - ETA: 3:10 - loss: 0.0780 - dice_coefficient: 0.9423 Epoch 18: loss did not improve from 0.03556 67/400 [====>.........................] - ETA: 3:10 - loss: 0.0774 - dice_coefficient: 0.9428 Epoch 18: loss did not improve from 0.03556 68/400 [====>.........................] - ETA: 3:09 - loss: 0.0772 - dice_coefficient: 0.9428 Epoch 18: loss did not improve from 0.03556 69/400 [====>.........................] - ETA: 3:08 - loss: 0.0764 - dice_coefficient: 0.9434 Epoch 18: loss did not improve from 0.03556 70/400 [====>.........................] - ETA: 3:08 - loss: 0.0758 - dice_coefficient: 0.9438 Epoch 18: loss did not improve from 0.03556 71/400 [====>.........................] - ETA: 3:07 - loss: 0.0759 - dice_coefficient: 0.9437 Epoch 18: loss did not improve from 0.03556 72/400 [====>.........................] - ETA: 3:07 - loss: 0.0756 - dice_coefficient: 0.9440 Epoch 18: loss did not improve from 0.03556 73/400 [====>.........................] - ETA: 3:06 - loss: 0.0751 - dice_coefficient: 0.9445 Epoch 18: loss did not improve from 0.03556 74/400 [====>.........................] - ETA: 3:06 - loss: 0.0754 - dice_coefficient: 0.9441 Epoch 18: loss did not improve from 0.03556 75/400 [====>.........................] - ETA: 3:05 - loss: 0.0750 - dice_coefficient: 0.9445 Epoch 18: loss did not improve from 0.03556 76/400 [====>.........................] - ETA: 3:05 - loss: 0.0743 - dice_coefficient: 0.9449 Epoch 18: loss did not improve from 0.03556 77/400 [====>.........................] - ETA: 3:04 - loss: 0.0736 - dice_coefficient: 0.9454 Epoch 18: loss did not improve from 0.03556 78/400 [====>.........................] - ETA: 3:03 - loss: 0.0734 - dice_coefficient: 0.9455 Epoch 18: loss did not improve from 0.03556 79/400 [====>.........................] - ETA: 3:03 - loss: 0.0735 - dice_coefficient: 0.9453 Epoch 18: loss did not improve from 0.03556 80/400 [=====>........................] - ETA: 3:02 - loss: 0.0730 - dice_coefficient: 0.9458 Epoch 18: loss did not improve from 0.03556 81/400 [=====>........................] - ETA: 3:02 - loss: 0.0738 - dice_coefficient: 0.9450 Epoch 18: loss did not improve from 0.03556 82/400 [=====>........................] - ETA: 3:01 - loss: 0.0736 - dice_coefficient: 0.9452 Epoch 18: loss did not improve from 0.03556 83/400 [=====>........................] - ETA: 3:01 - loss: 0.0735 - dice_coefficient: 0.9452 Epoch 18: loss did not improve from 0.03556 84/400 [=====>........................] - ETA: 3:00 - loss: 0.0739 - dice_coefficient: 0.9447 Epoch 18: loss did not improve from 0.03556 85/400 [=====>........................] - ETA: 2:59 - loss: 0.0736 - dice_coefficient: 0.9451 Epoch 18: loss did not improve from 0.03556 86/400 [=====>........................] - ETA: 2:59 - loss: 0.0787 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 87/400 [=====>........................] - ETA: 2:58 - loss: 0.0780 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 88/400 [=====>........................] - ETA: 2:58 - loss: 0.0779 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 89/400 [=====>........................] - ETA: 2:57 - loss: 0.0779 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 90/400 [=====>........................] - ETA: 2:57 - loss: 0.0775 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 91/400 [=====>........................] - ETA: 2:56 - loss: 0.0773 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 92/400 [=====>........................] - ETA: 2:55 - loss: 0.0768 - dice_coefficient: 0.9431 Epoch 18: loss did not improve from 0.03556 93/400 [=====>........................] - ETA: 2:55 - loss: 0.0763 - dice_coefficient: 0.9435 Epoch 18: loss did not improve from 0.03556 94/400 [======>.......................] - ETA: 2:54 - loss: 0.0784 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 95/400 [======>.......................] - ETA: 2:54 - loss: 0.0781 - dice_coefficient: 0.9419 Epoch 18: loss did not improve from 0.03556 96/400 [======>.......................] - ETA: 2:53 - loss: 0.0775 - dice_coefficient: 0.9422 Epoch 18: loss did not improve from 0.03556 97/400 [======>.......................] - ETA: 2:53 - loss: 0.0770 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 98/400 [======>.......................] - ETA: 2:52 - loss: 0.0768 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 99/400 [======>.......................] - ETA: 2:52 - loss: 0.0773 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 100/400 [======>.......................] - ETA: 2:51 - loss: 0.0767 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 101/400 [======>.......................] - ETA: 2:51 - loss: 0.0765 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 102/400 [======>.......................] - ETA: 2:50 - loss: 0.0770 - dice_coefficient: 0.9423 Epoch 18: loss did not improve from 0.03556 103/400 [======>.......................] - ETA: 2:50 - loss: 0.0776 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 104/400 [======>.......................] - ETA: 2:49 - loss: 0.0772 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 105/400 [======>.......................] - ETA: 2:49 - loss: 0.0770 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 106/400 [======>.......................] - ETA: 2:48 - loss: 0.0767 - dice_coefficient: 0.9423 Epoch 18: loss did not improve from 0.03556 107/400 [=======>......................] - ETA: 2:48 - loss: 0.0765 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 108/400 [=======>......................] - ETA: 2:47 - loss: 0.0760 - dice_coefficient: 0.9429 Epoch 18: loss did not improve from 0.03556 109/400 [=======>......................] - ETA: 2:46 - loss: 0.0755 - dice_coefficient: 0.9433 Epoch 18: loss did not improve from 0.03556 110/400 [=======>......................] - ETA: 2:46 - loss: 0.0765 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 111/400 [=======>......................] - ETA: 2:45 - loss: 0.0760 - dice_coefficient: 0.9428 Epoch 18: loss did not improve from 0.03556 112/400 [=======>......................] - ETA: 2:45 - loss: 0.0769 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 113/400 [=======>......................] - ETA: 2:44 - loss: 0.0768 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 114/400 [=======>......................] - ETA: 2:44 - loss: 0.0765 - dice_coefficient: 0.9422 Epoch 18: loss did not improve from 0.03556 115/400 [=======>......................] - ETA: 2:43 - loss: 0.0765 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 116/400 [=======>......................] - ETA: 2:43 - loss: 0.0765 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 117/400 [=======>......................] - ETA: 2:42 - loss: 0.0761 - dice_coefficient: 0.9424 Epoch 18: loss did not improve from 0.03556 118/400 [=======>......................] - ETA: 2:41 - loss: 0.0761 - dice_coefficient: 0.9424 Epoch 18: loss did not improve from 0.03556 119/400 [=======>......................] - ETA: 2:41 - loss: 0.0758 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 120/400 [========>.....................] - ETA: 2:40 - loss: 0.0755 - dice_coefficient: 0.9429 Epoch 18: loss did not improve from 0.03556 121/400 [========>.....................] - ETA: 2:40 - loss: 0.0755 - dice_coefficient: 0.9431 Epoch 18: loss did not improve from 0.03556 122/400 [========>.....................] - ETA: 2:39 - loss: 0.0752 - dice_coefficient: 0.9433 Epoch 18: loss did not improve from 0.03556 123/400 [========>.....................] - ETA: 2:38 - loss: 0.0753 - dice_coefficient: 0.9432 Epoch 18: loss did not improve from 0.03556 124/400 [========>.....................] - ETA: 2:38 - loss: 0.0750 - dice_coefficient: 0.9434 Epoch 18: loss did not improve from 0.03556 125/400 [========>.....................] - ETA: 2:37 - loss: 0.0750 - dice_coefficient: 0.9433 Epoch 18: loss did not improve from 0.03556 126/400 [========>.....................] - ETA: 2:37 - loss: 0.0752 - dice_coefficient: 0.9434 Epoch 18: loss did not improve from 0.03556 127/400 [========>.....................] - ETA: 2:36 - loss: 0.0757 - dice_coefficient: 0.9431 Epoch 18: loss did not improve from 0.03556 128/400 [========>.....................] - ETA: 2:36 - loss: 0.0753 - dice_coefficient: 0.9434 Epoch 18: loss did not improve from 0.03556 129/400 [========>.....................] - ETA: 2:35 - loss: 0.0752 - dice_coefficient: 0.9435 Epoch 18: loss did not improve from 0.03556 130/400 [========>.....................] - ETA: 2:34 - loss: 0.0751 - dice_coefficient: 0.9435 Epoch 18: loss did not improve from 0.03556 131/400 [========>.....................] - ETA: 2:34 - loss: 0.0749 - dice_coefficient: 0.9437 Epoch 18: loss did not improve from 0.03556 132/400 [========>.....................] - ETA: 2:33 - loss: 0.0752 - dice_coefficient: 0.9434 Epoch 18: loss did not improve from 0.03556 133/400 [========>.....................] - ETA: 2:33 - loss: 0.0762 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 134/400 [=========>....................] - ETA: 2:32 - loss: 0.0766 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 135/400 [=========>....................] - ETA: 2:32 - loss: 0.0775 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 136/400 [=========>....................] - ETA: 2:31 - loss: 0.0771 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 137/400 [=========>....................] - ETA: 2:30 - loss: 0.0769 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 138/400 [=========>....................] - ETA: 2:30 - loss: 0.0779 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 139/400 [=========>....................] - ETA: 2:29 - loss: 0.0776 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 140/400 [=========>....................] - ETA: 2:29 - loss: 0.0773 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 141/400 [=========>....................] - ETA: 2:28 - loss: 0.0771 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 142/400 [=========>....................] - ETA: 2:28 - loss: 0.0767 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 143/400 [=========>....................] - ETA: 2:27 - loss: 0.0766 - dice_coefficient: 0.9419 Epoch 18: loss did not improve from 0.03556 144/400 [=========>....................] - ETA: 2:26 - loss: 0.0764 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 145/400 [=========>....................] - ETA: 2:26 - loss: 0.0763 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 146/400 [=========>....................] - ETA: 2:25 - loss: 0.0762 - dice_coefficient: 0.9422 Epoch 18: loss did not improve from 0.03556 147/400 [==========>...................] - ETA: 2:25 - loss: 0.0772 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 148/400 [==========>...................] - ETA: 2:24 - loss: 0.0774 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 149/400 [==========>...................] - ETA: 2:24 - loss: 0.0774 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 150/400 [==========>...................] - ETA: 2:23 - loss: 0.0772 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 151/400 [==========>...................] - ETA: 2:22 - loss: 0.0774 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 152/400 [==========>...................] - ETA: 2:22 - loss: 0.0771 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 153/400 [==========>...................] - ETA: 2:21 - loss: 0.0769 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 154/400 [==========>...................] - ETA: 2:21 - loss: 0.0769 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 155/400 [==========>...................] - ETA: 2:20 - loss: 0.0765 - dice_coefficient: 0.9421 Epoch 18: loss did not improve from 0.03556 156/400 [==========>...................] - ETA: 2:19 - loss: 0.0761 - dice_coefficient: 0.9423 Epoch 18: loss did not improve from 0.03556 157/400 [==========>...................] - ETA: 2:19 - loss: 0.0758 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 158/400 [==========>...................] - ETA: 2:18 - loss: 0.0755 - dice_coefficient: 0.9428 Epoch 18: loss did not improve from 0.03556 159/400 [==========>...................] - ETA: 2:18 - loss: 0.0752 - dice_coefficient: 0.9430 Epoch 18: loss did not improve from 0.03556 160/400 [===========>..................] - ETA: 2:17 - loss: 0.0750 - dice_coefficient: 0.9432 Epoch 18: loss did not improve from 0.03556 161/400 [===========>..................] - ETA: 2:17 - loss: 0.0749 - dice_coefficient: 0.9433 Epoch 18: loss did not improve from 0.03556 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0749 - dice_coefficient: 0.9432 Epoch 18: loss did not improve from 0.03556 163/400 [===========>..................] - ETA: 2:15 - loss: 0.0751 - dice_coefficient: 0.9430 Epoch 18: loss did not improve from 0.03556 164/400 [===========>..................] - ETA: 2:15 - loss: 0.0749 - dice_coefficient: 0.9431 Epoch 18: loss did not improve from 0.03556 165/400 [===========>..................] - ETA: 2:14 - loss: 0.0747 - dice_coefficient: 0.9433 Epoch 18: loss did not improve from 0.03556 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0746 - dice_coefficient: 0.9434 Epoch 18: loss did not improve from 0.03556 167/400 [===========>..................] - ETA: 2:13 - loss: 0.0745 - dice_coefficient: 0.9435 Epoch 18: loss did not improve from 0.03556 168/400 [===========>..................] - ETA: 2:13 - loss: 0.0742 - dice_coefficient: 0.9437 Epoch 18: loss did not improve from 0.03556 169/400 [===========>..................] - ETA: 2:12 - loss: 0.0741 - dice_coefficient: 0.9439 Epoch 18: loss did not improve from 0.03556 170/400 [===========>..................] - ETA: 2:12 - loss: 0.0739 - dice_coefficient: 0.9441 Epoch 18: loss did not improve from 0.03556 171/400 [===========>..................] - ETA: 2:11 - loss: 0.0737 - dice_coefficient: 0.9442 Epoch 18: loss did not improve from 0.03556 172/400 [===========>..................] - ETA: 2:10 - loss: 0.0734 - dice_coefficient: 0.9445 Epoch 18: loss did not improve from 0.03556 173/400 [===========>..................] - ETA: 2:10 - loss: 0.0732 - dice_coefficient: 0.9446 Epoch 18: loss did not improve from 0.03556 174/400 [============>.................] - ETA: 2:09 - loss: 0.0731 - dice_coefficient: 0.9446 Epoch 18: loss did not improve from 0.03556 175/400 [============>.................] - ETA: 2:09 - loss: 0.0729 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 176/400 [============>.................] - ETA: 2:08 - loss: 0.0732 - dice_coefficient: 0.9445 Epoch 18: loss did not improve from 0.03556 177/400 [============>.................] - ETA: 2:08 - loss: 0.0731 - dice_coefficient: 0.9447 Epoch 18: loss did not improve from 0.03556 178/400 [============>.................] - ETA: 2:07 - loss: 0.0731 - dice_coefficient: 0.9446 Epoch 18: loss did not improve from 0.03556 179/400 [============>.................] - ETA: 2:06 - loss: 0.0729 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 180/400 [============>.................] - ETA: 2:06 - loss: 0.0726 - dice_coefficient: 0.9450 Epoch 18: loss did not improve from 0.03556 181/400 [============>.................] - ETA: 2:05 - loss: 0.0729 - dice_coefficient: 0.9447 Epoch 18: loss did not improve from 0.03556 182/400 [============>.................] - ETA: 2:05 - loss: 0.0726 - dice_coefficient: 0.9449 Epoch 18: loss did not improve from 0.03556 183/400 [============>.................] - ETA: 2:04 - loss: 0.0726 - dice_coefficient: 0.9450 Epoch 18: loss did not improve from 0.03556 184/400 [============>.................] - ETA: 2:03 - loss: 0.0728 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 185/400 [============>.................] - ETA: 2:03 - loss: 0.0728 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 186/400 [============>.................] - ETA: 2:02 - loss: 0.0727 - dice_coefficient: 0.9449 Epoch 18: loss did not improve from 0.03556 187/400 [=============>................] - ETA: 2:02 - loss: 0.0726 - dice_coefficient: 0.9450 Epoch 18: loss did not improve from 0.03556 188/400 [=============>................] - ETA: 2:01 - loss: 0.0725 - dice_coefficient: 0.9450 Epoch 18: loss did not improve from 0.03556 189/400 [=============>................] - ETA: 2:01 - loss: 0.0727 - dice_coefficient: 0.9449 Epoch 18: loss did not improve from 0.03556 190/400 [=============>................] - ETA: 2:00 - loss: 0.0725 - dice_coefficient: 0.9450 Epoch 18: loss did not improve from 0.03556 191/400 [=============>................] - ETA: 1:59 - loss: 0.0729 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 192/400 [=============>................] - ETA: 1:59 - loss: 0.0729 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 193/400 [=============>................] - ETA: 1:58 - loss: 0.0726 - dice_coefficient: 0.9451 Epoch 18: loss did not improve from 0.03556 194/400 [=============>................] - ETA: 1:58 - loss: 0.0728 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 195/400 [=============>................] - ETA: 1:57 - loss: 0.0727 - dice_coefficient: 0.9449 Epoch 18: loss did not improve from 0.03556 196/400 [=============>................] - ETA: 1:57 - loss: 0.0728 - dice_coefficient: 0.9448 Epoch 18: loss did not improve from 0.03556 197/400 [=============>................] - ETA: 1:56 - loss: 0.0727 - dice_coefficient: 0.9449 Epoch 18: loss did not improve from 0.03556 198/400 [=============>................] - ETA: 1:55 - loss: 0.0737 - dice_coefficient: 0.9440 Epoch 18: loss did not improve from 0.03556 199/400 [=============>................] - ETA: 1:55 - loss: 0.1547 - dice_coefficient: 0.9393 Epoch 18: loss did not improve from 0.03556 200/400 [==============>...............] - ETA: 1:54 - loss: 0.1542 - dice_coefficient: 0.9394 Epoch 18: loss did not improve from 0.03556 201/400 [==============>...............] - ETA: 1:54 - loss: 0.1536 - dice_coefficient: 0.9396 Epoch 18: loss did not improve from 0.03556 202/400 [==============>...............] - ETA: 1:53 - loss: 0.1530 - dice_coefficient: 0.9398 Epoch 18: loss did not improve from 0.03556 203/400 [==============>...............] - ETA: 1:53 - loss: 0.1524 - dice_coefficient: 0.9399 Epoch 18: loss did not improve from 0.03556 204/400 [==============>...............] - ETA: 1:52 - loss: 0.1519 - dice_coefficient: 0.9400 Epoch 18: loss did not improve from 0.03556 205/400 [==============>...............] - ETA: 1:51 - loss: 0.1514 - dice_coefficient: 0.9402 Epoch 18: loss did not improve from 0.03556 206/400 [==============>...............] - ETA: 1:51 - loss: 0.1512 - dice_coefficient: 0.9402 Epoch 18: loss did not improve from 0.03556 207/400 [==============>...............] - ETA: 1:50 - loss: 0.1506 - dice_coefficient: 0.9404 Epoch 18: loss did not improve from 0.03556 208/400 [==============>...............] - ETA: 1:50 - loss: 0.1518 - dice_coefficient: 0.9392 Epoch 18: loss did not improve from 0.03556 209/400 [==============>...............] - ETA: 1:49 - loss: 0.1513 - dice_coefficient: 0.9393 Epoch 18: loss did not improve from 0.03556 210/400 [==============>...............] - ETA: 1:49 - loss: 0.1507 - dice_coefficient: 0.9396 Epoch 18: loss did not improve from 0.03556 211/400 [==============>...............] - ETA: 1:48 - loss: 0.1503 - dice_coefficient: 0.9396 Epoch 18: loss did not improve from 0.03556 212/400 [==============>...............] - ETA: 1:47 - loss: 0.1497 - dice_coefficient: 0.9398 Epoch 18: loss did not improve from 0.03556 213/400 [==============>...............] - ETA: 1:47 - loss: 0.1492 - dice_coefficient: 0.9399 Epoch 18: loss did not improve from 0.03556 214/400 [===============>..............] - ETA: 1:46 - loss: 0.1488 - dice_coefficient: 0.9400 Epoch 18: loss did not improve from 0.03556 215/400 [===============>..............] - ETA: 1:46 - loss: 0.1482 - dice_coefficient: 0.9402 Epoch 18: loss did not improve from 0.03556 216/400 [===============>..............] - ETA: 1:45 - loss: 0.1477 - dice_coefficient: 0.9404 Epoch 18: loss did not improve from 0.03556 217/400 [===============>..............] - ETA: 1:44 - loss: 0.1473 - dice_coefficient: 0.9405 Epoch 18: loss did not improve from 0.03556 218/400 [===============>..............] - ETA: 1:44 - loss: 0.1468 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 219/400 [===============>..............] - ETA: 1:43 - loss: 0.1464 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 220/400 [===============>..............] - ETA: 1:43 - loss: 0.1464 - dice_coefficient: 0.9406 Epoch 18: loss did not improve from 0.03556 221/400 [===============>..............] - ETA: 1:42 - loss: 0.1459 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 222/400 [===============>..............] - ETA: 1:42 - loss: 0.1454 - dice_coefficient: 0.9409 Epoch 18: loss did not improve from 0.03556 223/400 [===============>..............] - ETA: 1:41 - loss: 0.1450 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 224/400 [===============>..............] - ETA: 1:40 - loss: 0.1448 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 225/400 [===============>..............] - ETA: 1:40 - loss: 0.1443 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 226/400 [===============>..............] - ETA: 1:39 - loss: 0.1439 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 227/400 [================>.............] - ETA: 1:39 - loss: 0.1436 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 228/400 [================>.............] - ETA: 1:38 - loss: 0.1430 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 229/400 [================>.............] - ETA: 1:38 - loss: 0.1429 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 230/400 [================>.............] - ETA: 1:37 - loss: 0.1424 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 231/400 [================>.............] - ETA: 1:36 - loss: 0.1420 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 232/400 [================>.............] - ETA: 1:36 - loss: 0.1417 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 233/400 [================>.............] - ETA: 1:35 - loss: 0.1418 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 234/400 [================>.............] - ETA: 1:35 - loss: 0.1417 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 235/400 [================>.............] - ETA: 1:34 - loss: 0.1412 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 236/400 [================>.............] - ETA: 1:34 - loss: 0.1408 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 237/400 [================>.............] - ETA: 1:33 - loss: 0.1404 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 238/400 [================>.............] - ETA: 1:33 - loss: 0.1401 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 239/400 [================>.............] - ETA: 1:32 - loss: 0.1397 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 240/400 [=================>............] - ETA: 1:31 - loss: 0.1394 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 241/400 [=================>............] - ETA: 1:31 - loss: 0.1392 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 242/400 [=================>............] - ETA: 1:30 - loss: 0.1387 - dice_coefficient: 0.9419 Epoch 18: loss did not improve from 0.03556 243/400 [=================>............] - ETA: 1:30 - loss: 0.1384 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 244/400 [=================>............] - ETA: 1:29 - loss: 0.1381 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 245/400 [=================>............] - ETA: 1:29 - loss: 0.1376 - dice_coefficient: 0.9422 Epoch 18: loss did not improve from 0.03556 246/400 [=================>............] - ETA: 1:28 - loss: 0.1375 - dice_coefficient: 0.9422 Epoch 18: loss did not improve from 0.03556 247/400 [=================>............] - ETA: 1:27 - loss: 0.1371 - dice_coefficient: 0.9424 Epoch 18: loss did not improve from 0.03556 248/400 [=================>............] - ETA: 1:27 - loss: 0.1367 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 249/400 [=================>............] - ETA: 1:26 - loss: 0.1362 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 250/400 [=================>............] - ETA: 1:26 - loss: 0.1359 - dice_coefficient: 0.9428 Epoch 18: loss did not improve from 0.03556 251/400 [=================>............] - ETA: 1:25 - loss: 0.1356 - dice_coefficient: 0.9428 Epoch 18: loss did not improve from 0.03556 252/400 [=================>............] - ETA: 1:25 - loss: 0.1352 - dice_coefficient: 0.9430 Epoch 18: loss did not improve from 0.03556 253/400 [=================>............] - ETA: 1:24 - loss: 0.1351 - dice_coefficient: 0.9430 Epoch 18: loss did not improve from 0.03556 254/400 [==================>...........] - ETA: 1:23 - loss: 0.1348 - dice_coefficient: 0.9431 Epoch 18: loss did not improve from 0.03556 255/400 [==================>...........] - ETA: 1:23 - loss: 0.1345 - dice_coefficient: 0.9432 Epoch 18: loss did not improve from 0.03556 256/400 [==================>...........] - ETA: 1:22 - loss: 0.1352 - dice_coefficient: 0.9424 Epoch 18: loss did not improve from 0.03556 257/400 [==================>...........] - ETA: 1:22 - loss: 0.1349 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 258/400 [==================>...........] - ETA: 1:21 - loss: 0.1346 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 259/400 [==================>...........] - ETA: 1:21 - loss: 0.1346 - dice_coefficient: 0.9422 Epoch 18: loss did not improve from 0.03556 260/400 [==================>...........] - ETA: 1:20 - loss: 0.1344 - dice_coefficient: 0.9423 Epoch 18: loss did not improve from 0.03556 261/400 [==================>...........] - ETA: 1:19 - loss: 0.1340 - dice_coefficient: 0.9423 Epoch 18: loss did not improve from 0.03556 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1337 - dice_coefficient: 0.9424 Epoch 18: loss did not improve from 0.03556 263/400 [==================>...........] - ETA: 1:18 - loss: 0.1334 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1331 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 265/400 [==================>...........] - ETA: 1:17 - loss: 0.1327 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 266/400 [==================>...........] - ETA: 1:17 - loss: 0.1329 - dice_coefficient: 0.9424 Epoch 18: loss did not improve from 0.03556 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1325 - dice_coefficient: 0.9425 Epoch 18: loss did not improve from 0.03556 268/400 [===================>..........] - ETA: 1:15 - loss: 0.1323 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1320 - dice_coefficient: 0.9427 Epoch 18: loss did not improve from 0.03556 270/400 [===================>..........] - ETA: 1:14 - loss: 0.1317 - dice_coefficient: 0.9428 Epoch 18: loss did not improve from 0.03556 271/400 [===================>..........] - ETA: 1:14 - loss: 0.1314 - dice_coefficient: 0.9429 Epoch 18: loss did not improve from 0.03556 272/400 [===================>..........] - ETA: 1:13 - loss: 0.1312 - dice_coefficient: 0.9429 Epoch 18: loss did not improve from 0.03556 273/400 [===================>..........] - ETA: 1:12 - loss: 0.1309 - dice_coefficient: 0.9429 Epoch 18: loss did not improve from 0.03556 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1312 - dice_coefficient: 0.9426 Epoch 18: loss did not improve from 0.03556 275/400 [===================>..........] - ETA: 1:11 - loss: 0.1315 - dice_coefficient: 0.9422 Epoch 18: loss did not improve from 0.03556 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1314 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 277/400 [===================>..........] - ETA: 1:10 - loss: 0.1322 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 278/400 [===================>..........] - ETA: 1:10 - loss: 0.1318 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1315 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 280/400 [====================>.........] - ETA: 1:08 - loss: 0.1312 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1312 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 282/400 [====================>.........] - ETA: 1:07 - loss: 0.1310 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1307 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 284/400 [====================>.........] - ETA: 1:06 - loss: 0.1304 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1306 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1305 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 287/400 [====================>.........] - ETA: 1:04 - loss: 0.1302 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1301 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1306 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1302 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1304 - dice_coefficient: 0.9405 Epoch 18: loss did not improve from 0.03556 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1301 - dice_coefficient: 0.9406 Epoch 18: loss did not improve from 0.03556 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1300 - dice_coefficient: 0.9405 Epoch 18: loss did not improve from 0.03556 294/400 [=====================>........] - ETA: 1:00 - loss: 0.1296 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1294 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 296/400 [=====================>........] - ETA: 59s - loss: 0.1292 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 297/400 [=====================>........] - ETA: 59s - loss: 0.1289 - dice_coefficient: 0.9409 Epoch 18: loss did not improve from 0.03556 298/400 [=====================>........] - ETA: 58s - loss: 0.1286 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 299/400 [=====================>........] - ETA: 58s - loss: 0.1284 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 300/400 [=====================>........] - ETA: 57s - loss: 0.1284 - dice_coefficient: 0.9409 Epoch 18: loss did not improve from 0.03556 301/400 [=====================>........] - ETA: 56s - loss: 0.1283 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 302/400 [=====================>........] - ETA: 56s - loss: 0.1282 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 303/400 [=====================>........] - ETA: 55s - loss: 0.1279 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 304/400 [=====================>........] - ETA: 55s - loss: 0.1277 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 305/400 [=====================>........] - ETA: 54s - loss: 0.1274 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 306/400 [=====================>........] - ETA: 53s - loss: 0.1271 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 307/400 [======================>.......] - ETA: 53s - loss: 0.1268 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 308/400 [======================>.......] - ETA: 52s - loss: 0.1266 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 309/400 [======================>.......] - ETA: 52s - loss: 0.1263 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 310/400 [======================>.......] - ETA: 51s - loss: 0.1261 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 311/400 [======================>.......] - ETA: 51s - loss: 0.1258 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 312/400 [======================>.......] - ETA: 50s - loss: 0.1256 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 313/400 [======================>.......] - ETA: 49s - loss: 0.1254 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 314/400 [======================>.......] - ETA: 49s - loss: 0.1256 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 315/400 [======================>.......] - ETA: 48s - loss: 0.1253 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 316/400 [======================>.......] - ETA: 48s - loss: 0.1255 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 317/400 [======================>.......] - ETA: 47s - loss: 0.1254 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 318/400 [======================>.......] - ETA: 47s - loss: 0.1253 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 319/400 [======================>.......] - ETA: 46s - loss: 0.1250 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 320/400 [=======================>......] - ETA: 45s - loss: 0.1250 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 321/400 [=======================>......] - ETA: 45s - loss: 0.1247 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 322/400 [=======================>......] - ETA: 44s - loss: 0.1245 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 323/400 [=======================>......] - ETA: 44s - loss: 0.1242 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 324/400 [=======================>......] - ETA: 43s - loss: 0.1239 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 325/400 [=======================>......] - ETA: 43s - loss: 0.1244 - dice_coefficient: 0.9409 Epoch 18: loss did not improve from 0.03556 326/400 [=======================>......] - ETA: 42s - loss: 0.1243 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 327/400 [=======================>......] - ETA: 41s - loss: 0.1240 - dice_coefficient: 0.9409 Epoch 18: loss did not improve from 0.03556 328/400 [=======================>......] - ETA: 41s - loss: 0.1238 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 329/400 [=======================>......] - ETA: 40s - loss: 0.1235 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 330/400 [=======================>......] - ETA: 40s - loss: 0.1232 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 331/400 [=======================>......] - ETA: 39s - loss: 0.1230 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 332/400 [=======================>......] - ETA: 39s - loss: 0.1227 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 333/400 [=======================>......] - ETA: 38s - loss: 0.1225 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 334/400 [========================>.....] - ETA: 37s - loss: 0.1225 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 335/400 [========================>.....] - ETA: 37s - loss: 0.1223 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 336/400 [========================>.....] - ETA: 36s - loss: 0.1221 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 337/400 [========================>.....] - ETA: 36s - loss: 0.1220 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 338/400 [========================>.....] - ETA: 35s - loss: 0.1218 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 339/400 [========================>.....] - ETA: 35s - loss: 0.1218 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 340/400 [========================>.....] - ETA: 34s - loss: 0.1215 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 341/400 [========================>.....] - ETA: 33s - loss: 0.1214 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 342/400 [========================>.....] - ETA: 33s - loss: 0.1212 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 343/400 [========================>.....] - ETA: 32s - loss: 0.1215 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 344/400 [========================>.....] - ETA: 32s - loss: 0.1215 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 345/400 [========================>.....] - ETA: 31s - loss: 0.1212 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 346/400 [========================>.....] - ETA: 31s - loss: 0.1210 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 347/400 [=========================>....] - ETA: 30s - loss: 0.1208 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 348/400 [=========================>....] - ETA: 29s - loss: 0.1205 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 349/400 [=========================>....] - ETA: 29s - loss: 0.1202 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 350/400 [=========================>....] - ETA: 28s - loss: 0.1204 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 351/400 [=========================>....] - ETA: 28s - loss: 0.1203 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 352/400 [=========================>....] - ETA: 27s - loss: 0.1201 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 353/400 [=========================>....] - ETA: 27s - loss: 0.1200 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 354/400 [=========================>....] - ETA: 26s - loss: 0.1199 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 355/400 [=========================>....] - ETA: 25s - loss: 0.1199 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 356/400 [=========================>....] - ETA: 25s - loss: 0.1196 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 357/400 [=========================>....] - ETA: 24s - loss: 0.1206 - dice_coefficient: 0.9405 Epoch 18: loss did not improve from 0.03556 358/400 [=========================>....] - ETA: 24s - loss: 0.1204 - dice_coefficient: 0.9406 Epoch 18: loss did not improve from 0.03556 359/400 [=========================>....] - ETA: 23s - loss: 0.1201 - dice_coefficient: 0.9407 Epoch 18: loss did not improve from 0.03556 360/400 [==========================>...] - ETA: 22s - loss: 0.1199 - dice_coefficient: 0.9408 Epoch 18: loss did not improve from 0.03556 361/400 [==========================>...] - ETA: 22s - loss: 0.1197 - dice_coefficient: 0.9409 Epoch 18: loss did not improve from 0.03556 362/400 [==========================>...] - ETA: 21s - loss: 0.1194 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 363/400 [==========================>...] - ETA: 21s - loss: 0.1192 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 364/400 [==========================>...] - ETA: 20s - loss: 0.1192 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 365/400 [==========================>...] - ETA: 20s - loss: 0.1191 - dice_coefficient: 0.9410 Epoch 18: loss did not improve from 0.03556 366/400 [==========================>...] - ETA: 19s - loss: 0.1188 - dice_coefficient: 0.9411 Epoch 18: loss did not improve from 0.03556 367/400 [==========================>...] - ETA: 18s - loss: 0.1186 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 368/400 [==========================>...] - ETA: 18s - loss: 0.1184 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 369/400 [==========================>...] - ETA: 17s - loss: 0.1184 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 370/400 [==========================>...] - ETA: 17s - loss: 0.1182 - dice_coefficient: 0.9412 Epoch 18: loss did not improve from 0.03556 371/400 [==========================>...] - ETA: 16s - loss: 0.1180 - dice_coefficient: 0.9413 Epoch 18: loss did not improve from 0.03556 372/400 [==========================>...] - ETA: 16s - loss: 0.1179 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 373/400 [==========================>...] - ETA: 15s - loss: 0.1177 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 374/400 [===========================>..] - ETA: 14s - loss: 0.1176 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 375/400 [===========================>..] - ETA: 14s - loss: 0.1175 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 376/400 [===========================>..] - ETA: 13s - loss: 0.1173 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 377/400 [===========================>..] - ETA: 13s - loss: 0.1173 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 378/400 [===========================>..] - ETA: 12s - loss: 0.1172 - dice_coefficient: 0.9414 Epoch 18: loss did not improve from 0.03556 379/400 [===========================>..] - ETA: 12s - loss: 0.1170 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 380/400 [===========================>..] - ETA: 11s - loss: 0.1168 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 381/400 [===========================>..] - ETA: 10s - loss: 0.1167 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 382/400 [===========================>..] - ETA: 10s - loss: 0.1166 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 383/400 [===========================>..] - ETA: 9s - loss: 0.1163 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 384/400 [===========================>..] - ETA: 9s - loss: 0.1162 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 385/400 [===========================>..] - ETA: 8s - loss: 0.1160 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 386/400 [===========================>..] - ETA: 8s - loss: 0.1158 - dice_coefficient: 0.9419 Epoch 18: loss did not improve from 0.03556 387/400 [============================>.] - ETA: 7s - loss: 0.1159 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 388/400 [============================>.] - ETA: 6s - loss: 0.1158 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 389/400 [============================>.] - ETA: 6s - loss: 0.1157 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 390/400 [============================>.] - ETA: 5s - loss: 0.1157 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 391/400 [============================>.] - ETA: 5s - loss: 0.1156 - dice_coefficient: 0.9415 Epoch 18: loss did not improve from 0.03556 392/400 [============================>.] - ETA: 4s - loss: 0.1153 - dice_coefficient: 0.9416 Epoch 18: loss did not improve from 0.03556 393/400 [============================>.] - ETA: 4s - loss: 0.1152 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 394/400 [============================>.] - ETA: 3s - loss: 0.1150 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 395/400 [============================>.] - ETA: 2s - loss: 0.1149 - dice_coefficient: 0.9417 Epoch 18: loss did not improve from 0.03556 396/400 [============================>.] - ETA: 2s - loss: 0.1147 - dice_coefficient: 0.9418 Epoch 18: loss did not improve from 0.03556 397/400 [============================>.] - ETA: 1s - loss: 0.1145 - dice_coefficient: 0.9419 Epoch 18: loss did not improve from 0.03556 398/400 [============================>.] - ETA: 1s - loss: 0.1143 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 399/400 [============================>.] - ETA: 0s - loss: 0.1142 - dice_coefficient: 0.9420 Epoch 18: loss did not improve from 0.03556 400/400 [==============================] - 231s 577ms/step - loss: 0.1144 - dice_coefficient: 0.9419 - val_loss: 0.7073 - val_dice_coefficient: 0.6606 - lr: 2.0000e-05 Epoch 19/30 Epoch 19: loss did not improve from 0.03556 1/400 [..............................] - ETA: 3:41 - loss: 0.2267 - dice_coefficient: 0.8088 Epoch 19: loss did not improve from 0.03556 2/400 [..............................] - ETA: 3:54 - loss: 0.1433 - dice_coefficient: 0.8843 Epoch 19: loss did not improve from 0.03556 3/400 [..............................] - ETA: 3:49 - loss: 0.2145 - dice_coefficient: 0.8253 Epoch 19: loss did not improve from 0.03556 4/400 [..............................] - ETA: 3:47 - loss: 0.1738 - dice_coefficient: 0.8591 Epoch 19: loss did not improve from 0.03556 5/400 [..............................] - ETA: 3:46 - loss: 0.1425 - dice_coefficient: 0.8850 Epoch 19: loss did not improve from 0.03556 6/400 [..............................] - ETA: 3:46 - loss: 0.1216 - dice_coefficient: 0.9023 Epoch 19: loss did not improve from 0.03556 7/400 [..............................] - ETA: 3:46 - loss: 0.1082 - dice_coefficient: 0.9134 Epoch 19: loss did not improve from 0.03556 8/400 [..............................] - ETA: 3:45 - loss: 0.0994 - dice_coefficient: 0.9214 Epoch 19: loss did not improve from 0.03556 9/400 [..............................] - ETA: 3:44 - loss: 0.0928 - dice_coefficient: 0.9268 Epoch 19: loss did not improve from 0.03556 10/400 [..............................] - ETA: 3:44 - loss: 0.0854 - dice_coefficient: 0.9329 Epoch 19: loss did not improve from 0.03556 11/400 [..............................] - ETA: 3:42 - loss: 0.0793 - dice_coefficient: 0.9378 Epoch 19: loss did not improve from 0.03556 12/400 [..............................] - ETA: 3:42 - loss: 0.0762 - dice_coefficient: 0.9405 Epoch 19: loss did not improve from 0.03556 13/400 [..............................] - ETA: 3:42 - loss: 0.0750 - dice_coefficient: 0.9416 Epoch 19: loss did not improve from 0.03556 14/400 [>.............................] - ETA: 3:42 - loss: 0.0757 - dice_coefficient: 0.9403 Epoch 19: loss did not improve from 0.03556 15/400 [>.............................] - ETA: 3:41 - loss: 0.0755 - dice_coefficient: 0.9403 Epoch 19: loss did not improve from 0.03556 16/400 [>.............................] - ETA: 3:40 - loss: 0.0763 - dice_coefficient: 0.9393 Epoch 19: loss did not improve from 0.03556 17/400 [>.............................] - ETA: 3:39 - loss: 0.0739 - dice_coefficient: 0.9412 Epoch 19: loss did not improve from 0.03556 18/400 [>.............................] - ETA: 3:39 - loss: 0.0716 - dice_coefficient: 0.9431 Epoch 19: loss did not improve from 0.03556 19/400 [>.............................] - ETA: 3:39 - loss: 0.0703 - dice_coefficient: 0.9448 Epoch 19: loss did not improve from 0.03556 20/400 [>.............................] - ETA: 3:38 - loss: 0.0710 - dice_coefficient: 0.9440 Epoch 19: loss did not improve from 0.03556 21/400 [>.............................] - ETA: 3:38 - loss: 0.0721 - dice_coefficient: 0.9426 Epoch 19: loss did not improve from 0.03556 22/400 [>.............................] - ETA: 3:37 - loss: 0.0704 - dice_coefficient: 0.9441 Epoch 19: loss did not improve from 0.03556 23/400 [>.............................] - ETA: 3:36 - loss: 0.0684 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 24/400 [>.............................] - ETA: 3:36 - loss: 0.0682 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 25/400 [>.............................] - ETA: 3:35 - loss: 0.0673 - dice_coefficient: 0.9482 Epoch 19: loss did not improve from 0.03556 26/400 [>.............................] - ETA: 3:35 - loss: 0.0653 - dice_coefficient: 0.9498 Epoch 19: loss did not improve from 0.03556 27/400 [=>............................] - ETA: 3:34 - loss: 0.0638 - dice_coefficient: 0.9510 Epoch 19: loss did not improve from 0.03556 28/400 [=>............................] - ETA: 3:33 - loss: 0.0643 - dice_coefficient: 0.9502 Epoch 19: loss did not improve from 0.03556 29/400 [=>............................] - ETA: 3:33 - loss: 0.0647 - dice_coefficient: 0.9501 Epoch 19: loss did not improve from 0.03556 30/400 [=>............................] - ETA: 3:32 - loss: 0.0639 - dice_coefficient: 0.9506 Epoch 19: loss did not improve from 0.03556 31/400 [=>............................] - ETA: 3:32 - loss: 0.0626 - dice_coefficient: 0.9518 Epoch 19: loss did not improve from 0.03556 32/400 [=>............................] - ETA: 3:31 - loss: 0.0621 - dice_coefficient: 0.9525 Epoch 19: loss did not improve from 0.03556 33/400 [=>............................] - ETA: 3:30 - loss: 0.0611 - dice_coefficient: 0.9533 Epoch 19: loss did not improve from 0.03556 34/400 [=>............................] - ETA: 3:30 - loss: 0.0605 - dice_coefficient: 0.9540 Epoch 19: loss did not improve from 0.03556 35/400 [=>............................] - ETA: 3:29 - loss: 0.0595 - dice_coefficient: 0.9550 Epoch 19: loss did not improve from 0.03556 36/400 [=>............................] - ETA: 3:28 - loss: 0.0585 - dice_coefficient: 0.9557 Epoch 19: loss did not improve from 0.03556 37/400 [=>............................] - ETA: 3:28 - loss: 0.0612 - dice_coefficient: 0.9531 Epoch 19: loss did not improve from 0.03556 38/400 [=>............................] - ETA: 3:27 - loss: 0.0608 - dice_coefficient: 0.9537 Epoch 19: loss did not improve from 0.03556 39/400 [=>............................] - ETA: 3:27 - loss: 0.0600 - dice_coefficient: 0.9543 Epoch 19: loss did not improve from 0.03556 40/400 [==>...........................] - ETA: 3:26 - loss: 0.0596 - dice_coefficient: 0.9548 Epoch 19: loss did not improve from 0.03556 41/400 [==>...........................] - ETA: 3:26 - loss: 0.0598 - dice_coefficient: 0.9550 Epoch 19: loss did not improve from 0.03556 42/400 [==>...........................] - ETA: 3:25 - loss: 0.0592 - dice_coefficient: 0.9553 Epoch 19: loss did not improve from 0.03556 43/400 [==>...........................] - ETA: 3:24 - loss: 0.0584 - dice_coefficient: 0.9559 Epoch 19: loss did not improve from 0.03556 44/400 [==>...........................] - ETA: 3:24 - loss: 0.0582 - dice_coefficient: 0.9565 Epoch 19: loss did not improve from 0.03556 45/400 [==>...........................] - ETA: 3:23 - loss: 0.0595 - dice_coefficient: 0.9552 Epoch 19: loss did not improve from 0.03556 46/400 [==>...........................] - ETA: 3:23 - loss: 0.0661 - dice_coefficient: 0.9503 Epoch 19: loss did not improve from 0.03556 47/400 [==>...........................] - ETA: 3:22 - loss: 0.0653 - dice_coefficient: 0.9509 Epoch 19: loss did not improve from 0.03556 48/400 [==>...........................] - ETA: 3:21 - loss: 0.0649 - dice_coefficient: 0.9514 Epoch 19: loss did not improve from 0.03556 49/400 [==>...........................] - ETA: 3:21 - loss: 0.0645 - dice_coefficient: 0.9518 Epoch 19: loss did not improve from 0.03556 50/400 [==>...........................] - ETA: 3:20 - loss: 0.0641 - dice_coefficient: 0.9524 Epoch 19: loss did not improve from 0.03556 51/400 [==>...........................] - ETA: 3:20 - loss: 0.0639 - dice_coefficient: 0.9525 Epoch 19: loss did not improve from 0.03556 52/400 [==>...........................] - ETA: 3:19 - loss: 0.0643 - dice_coefficient: 0.9519 Epoch 19: loss did not improve from 0.03556 53/400 [==>...........................] - ETA: 3:19 - loss: 0.0636 - dice_coefficient: 0.9524 Epoch 19: loss did not improve from 0.03556 54/400 [===>..........................] - ETA: 3:18 - loss: 0.0631 - dice_coefficient: 0.9528 Epoch 19: loss did not improve from 0.03556 55/400 [===>..........................] - ETA: 3:17 - loss: 0.0632 - dice_coefficient: 0.9530 Epoch 19: loss did not improve from 0.03556 56/400 [===>..........................] - ETA: 3:17 - loss: 0.0646 - dice_coefficient: 0.9516 Epoch 19: loss did not improve from 0.03556 57/400 [===>..........................] - ETA: 3:16 - loss: 0.0639 - dice_coefficient: 0.9522 Epoch 19: loss did not improve from 0.03556 58/400 [===>..........................] - ETA: 3:16 - loss: 0.0631 - dice_coefficient: 0.9528 Epoch 19: loss did not improve from 0.03556 59/400 [===>..........................] - ETA: 3:15 - loss: 0.0628 - dice_coefficient: 0.9531 Epoch 19: loss did not improve from 0.03556 60/400 [===>..........................] - ETA: 3:14 - loss: 0.0627 - dice_coefficient: 0.9534 Epoch 19: loss did not improve from 0.03556 61/400 [===>..........................] - ETA: 3:14 - loss: 0.0622 - dice_coefficient: 0.9538 Epoch 19: loss did not improve from 0.03556 62/400 [===>..........................] - ETA: 3:13 - loss: 0.0613 - dice_coefficient: 0.9544 Epoch 19: loss did not improve from 0.03556 63/400 [===>..........................] - ETA: 3:13 - loss: 0.0607 - dice_coefficient: 0.9549 Epoch 19: loss did not improve from 0.03556 64/400 [===>..........................] - ETA: 3:12 - loss: 0.0602 - dice_coefficient: 0.9552 Epoch 19: loss did not improve from 0.03556 65/400 [===>..........................] - ETA: 3:11 - loss: 0.0597 - dice_coefficient: 0.9556 Epoch 19: loss did not improve from 0.03556 66/400 [===>..........................] - ETA: 3:11 - loss: 0.0628 - dice_coefficient: 0.9530 Epoch 19: loss did not improve from 0.03556 67/400 [====>.........................] - ETA: 3:10 - loss: 0.0629 - dice_coefficient: 0.9527 Epoch 19: loss did not improve from 0.03556 68/400 [====>.........................] - ETA: 3:10 - loss: 0.0629 - dice_coefficient: 0.9529 Epoch 19: loss did not improve from 0.03556 69/400 [====>.........................] - ETA: 3:09 - loss: 0.0647 - dice_coefficient: 0.9512 Epoch 19: loss did not improve from 0.03556 70/400 [====>.........................] - ETA: 3:09 - loss: 0.0645 - dice_coefficient: 0.9512 Epoch 19: loss did not improve from 0.03556 71/400 [====>.........................] - ETA: 3:08 - loss: 0.0640 - dice_coefficient: 0.9515 Epoch 19: loss did not improve from 0.03556 72/400 [====>.........................] - ETA: 3:07 - loss: 0.0639 - dice_coefficient: 0.9515 Epoch 19: loss did not improve from 0.03556 73/400 [====>.........................] - ETA: 3:07 - loss: 0.0643 - dice_coefficient: 0.9516 Epoch 19: loss did not improve from 0.03556 74/400 [====>.........................] - ETA: 3:06 - loss: 0.0641 - dice_coefficient: 0.9517 Epoch 19: loss did not improve from 0.03556 75/400 [====>.........................] - ETA: 3:06 - loss: 0.0642 - dice_coefficient: 0.9516 Epoch 19: loss did not improve from 0.03556 76/400 [====>.........................] - ETA: 3:05 - loss: 0.0640 - dice_coefficient: 0.9518 Epoch 19: loss did not improve from 0.03556 77/400 [====>.........................] - ETA: 3:05 - loss: 0.0660 - dice_coefficient: 0.9500 Epoch 19: loss did not improve from 0.03556 78/400 [====>.........................] - ETA: 3:04 - loss: 0.0665 - dice_coefficient: 0.9499 Epoch 19: loss did not improve from 0.03556 79/400 [====>.........................] - ETA: 3:03 - loss: 0.0671 - dice_coefficient: 0.9493 Epoch 19: loss did not improve from 0.03556 80/400 [=====>........................] - ETA: 3:03 - loss: 0.0765 - dice_coefficient: 0.9433 Epoch 19: loss did not improve from 0.03556 81/400 [=====>........................] - ETA: 3:02 - loss: 0.0779 - dice_coefficient: 0.9423 Epoch 19: loss did not improve from 0.03556 82/400 [=====>........................] - ETA: 3:02 - loss: 0.0773 - dice_coefficient: 0.9427 Epoch 19: loss did not improve from 0.03556 83/400 [=====>........................] - ETA: 3:01 - loss: 0.0766 - dice_coefficient: 0.9433 Epoch 19: loss did not improve from 0.03556 84/400 [=====>........................] - ETA: 3:00 - loss: 0.0763 - dice_coefficient: 0.9435 Epoch 19: loss did not improve from 0.03556 85/400 [=====>........................] - ETA: 3:00 - loss: 0.0757 - dice_coefficient: 0.9439 Epoch 19: loss did not improve from 0.03556 86/400 [=====>........................] - ETA: 2:59 - loss: 0.0758 - dice_coefficient: 0.9439 Epoch 19: loss did not improve from 0.03556 87/400 [=====>........................] - ETA: 2:59 - loss: 0.0754 - dice_coefficient: 0.9442 Epoch 19: loss did not improve from 0.03556 88/400 [=====>........................] - ETA: 2:58 - loss: 0.0762 - dice_coefficient: 0.9433 Epoch 19: loss did not improve from 0.03556 89/400 [=====>........................] - ETA: 2:58 - loss: 0.0760 - dice_coefficient: 0.9434 Epoch 19: loss did not improve from 0.03556 90/400 [=====>........................] - ETA: 2:57 - loss: 0.0754 - dice_coefficient: 0.9438 Epoch 19: loss did not improve from 0.03556 91/400 [=====>........................] - ETA: 2:56 - loss: 0.0759 - dice_coefficient: 0.9434 Epoch 19: loss did not improve from 0.03556 92/400 [=====>........................] - ETA: 2:56 - loss: 0.0753 - dice_coefficient: 0.9438 Epoch 19: loss did not improve from 0.03556 93/400 [=====>........................] - ETA: 2:55 - loss: 0.0750 - dice_coefficient: 0.9442 Epoch 19: loss did not improve from 0.03556 94/400 [======>.......................] - ETA: 2:55 - loss: 0.0749 - dice_coefficient: 0.9442 Epoch 19: loss did not improve from 0.03556 95/400 [======>.......................] - ETA: 2:54 - loss: 0.0745 - dice_coefficient: 0.9445 Epoch 19: loss did not improve from 0.03556 96/400 [======>.......................] - ETA: 2:54 - loss: 0.0743 - dice_coefficient: 0.9445 Epoch 19: loss did not improve from 0.03556 97/400 [======>.......................] - ETA: 2:53 - loss: 0.0738 - dice_coefficient: 0.9449 Epoch 19: loss did not improve from 0.03556 98/400 [======>.......................] - ETA: 2:52 - loss: 0.0735 - dice_coefficient: 0.9452 Epoch 19: loss did not improve from 0.03556 99/400 [======>.......................] - ETA: 2:52 - loss: 0.0735 - dice_coefficient: 0.9452 Epoch 19: loss did not improve from 0.03556 100/400 [======>.......................] - ETA: 2:51 - loss: 0.0739 - dice_coefficient: 0.9450 Epoch 19: loss did not improve from 0.03556 101/400 [======>.......................] - ETA: 2:51 - loss: 0.0737 - dice_coefficient: 0.9450 Epoch 19: loss did not improve from 0.03556 102/400 [======>.......................] - ETA: 2:50 - loss: 0.0734 - dice_coefficient: 0.9452 Epoch 19: loss did not improve from 0.03556 103/400 [======>.......................] - ETA: 2:50 - loss: 0.0732 - dice_coefficient: 0.9454 Epoch 19: loss did not improve from 0.03556 104/400 [======>.......................] - ETA: 2:49 - loss: 0.0730 - dice_coefficient: 0.9454 Epoch 19: loss did not improve from 0.03556 105/400 [======>.......................] - ETA: 2:48 - loss: 0.0728 - dice_coefficient: 0.9457 Epoch 19: loss did not improve from 0.03556 106/400 [======>.......................] - ETA: 2:48 - loss: 0.0723 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 107/400 [=======>......................] - ETA: 2:47 - loss: 0.0723 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 108/400 [=======>......................] - ETA: 2:47 - loss: 0.0718 - dice_coefficient: 0.9464 Epoch 19: loss did not improve from 0.03556 109/400 [=======>......................] - ETA: 2:46 - loss: 0.0715 - dice_coefficient: 0.9466 Epoch 19: loss did not improve from 0.03556 110/400 [=======>......................] - ETA: 2:46 - loss: 0.0711 - dice_coefficient: 0.9469 Epoch 19: loss did not improve from 0.03556 111/400 [=======>......................] - ETA: 2:45 - loss: 0.0709 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 112/400 [=======>......................] - ETA: 2:44 - loss: 0.0706 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 113/400 [=======>......................] - ETA: 2:44 - loss: 0.0703 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 114/400 [=======>......................] - ETA: 2:43 - loss: 0.0701 - dice_coefficient: 0.9477 Epoch 19: loss did not improve from 0.03556 115/400 [=======>......................] - ETA: 2:43 - loss: 0.0696 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 116/400 [=======>......................] - ETA: 2:42 - loss: 0.0696 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 117/400 [=======>......................] - ETA: 2:42 - loss: 0.0695 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 118/400 [=======>......................] - ETA: 2:41 - loss: 0.0695 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 119/400 [=======>......................] - ETA: 2:41 - loss: 0.0694 - dice_coefficient: 0.9483 Epoch 19: loss did not improve from 0.03556 120/400 [========>.....................] - ETA: 2:40 - loss: 0.0719 - dice_coefficient: 0.9463 Epoch 19: loss did not improve from 0.03556 121/400 [========>.....................] - ETA: 2:39 - loss: 0.0719 - dice_coefficient: 0.9464 Epoch 19: loss did not improve from 0.03556 122/400 [========>.....................] - ETA: 2:39 - loss: 0.0717 - dice_coefficient: 0.9466 Epoch 19: loss did not improve from 0.03556 123/400 [========>.....................] - ETA: 2:38 - loss: 0.0723 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 124/400 [========>.....................] - ETA: 2:38 - loss: 0.0721 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 125/400 [========>.....................] - ETA: 2:37 - loss: 0.0718 - dice_coefficient: 0.9464 Epoch 19: loss did not improve from 0.03556 126/400 [========>.....................] - ETA: 2:37 - loss: 0.0716 - dice_coefficient: 0.9465 Epoch 19: loss did not improve from 0.03556 127/400 [========>.....................] - ETA: 2:36 - loss: 0.0714 - dice_coefficient: 0.9467 Epoch 19: loss did not improve from 0.03556 128/400 [========>.....................] - ETA: 2:35 - loss: 0.0716 - dice_coefficient: 0.9464 Epoch 19: loss did not improve from 0.03556 129/400 [========>.....................] - ETA: 2:35 - loss: 0.0712 - dice_coefficient: 0.9467 Epoch 19: loss did not improve from 0.03556 130/400 [========>.....................] - ETA: 2:34 - loss: 0.0713 - dice_coefficient: 0.9467 Epoch 19: loss did not improve from 0.03556 131/400 [========>.....................] - ETA: 2:34 - loss: 0.0714 - dice_coefficient: 0.9465 Epoch 19: loss did not improve from 0.03556 132/400 [========>.....................] - ETA: 2:33 - loss: 0.0712 - dice_coefficient: 0.9466 Epoch 19: loss did not improve from 0.03556 133/400 [========>.....................] - ETA: 2:32 - loss: 0.0708 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 134/400 [=========>....................] - ETA: 2:32 - loss: 0.0704 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 135/400 [=========>....................] - ETA: 2:31 - loss: 0.0701 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 136/400 [=========>....................] - ETA: 2:31 - loss: 0.0701 - dice_coefficient: 0.9474 Epoch 19: loss did not improve from 0.03556 137/400 [=========>....................] - ETA: 2:30 - loss: 0.0699 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 138/400 [=========>....................] - ETA: 2:30 - loss: 0.0696 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 139/400 [=========>....................] - ETA: 2:29 - loss: 0.0694 - dice_coefficient: 0.9479 Epoch 19: loss did not improve from 0.03556 140/400 [=========>....................] - ETA: 2:28 - loss: 0.0691 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 141/400 [=========>....................] - ETA: 2:28 - loss: 0.0689 - dice_coefficient: 0.9483 Epoch 19: loss did not improve from 0.03556 142/400 [=========>....................] - ETA: 2:27 - loss: 0.0688 - dice_coefficient: 0.9483 Epoch 19: loss did not improve from 0.03556 143/400 [=========>....................] - ETA: 2:27 - loss: 0.0685 - dice_coefficient: 0.9485 Epoch 19: loss did not improve from 0.03556 144/400 [=========>....................] - ETA: 2:26 - loss: 0.0686 - dice_coefficient: 0.9483 Epoch 19: loss did not improve from 0.03556 145/400 [=========>....................] - ETA: 2:26 - loss: 0.0685 - dice_coefficient: 0.9484 Epoch 19: loss did not improve from 0.03556 146/400 [=========>....................] - ETA: 2:25 - loss: 0.0707 - dice_coefficient: 0.9466 Epoch 19: loss did not improve from 0.03556 147/400 [==========>...................] - ETA: 2:24 - loss: 0.0716 - dice_coefficient: 0.9458 Epoch 19: loss did not improve from 0.03556 148/400 [==========>...................] - ETA: 2:24 - loss: 0.0713 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 149/400 [==========>...................] - ETA: 2:23 - loss: 0.0710 - dice_coefficient: 0.9463 Epoch 19: loss did not improve from 0.03556 150/400 [==========>...................] - ETA: 2:23 - loss: 0.0707 - dice_coefficient: 0.9465 Epoch 19: loss did not improve from 0.03556 151/400 [==========>...................] - ETA: 2:22 - loss: 0.0704 - dice_coefficient: 0.9468 Epoch 19: loss did not improve from 0.03556 152/400 [==========>...................] - ETA: 2:22 - loss: 0.0703 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 153/400 [==========>...................] - ETA: 2:21 - loss: 0.0703 - dice_coefficient: 0.9469 Epoch 19: loss did not improve from 0.03556 154/400 [==========>...................] - ETA: 2:20 - loss: 0.0700 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 155/400 [==========>...................] - ETA: 2:20 - loss: 0.0700 - dice_coefficient: 0.9473 Epoch 19: loss did not improve from 0.03556 156/400 [==========>...................] - ETA: 2:19 - loss: 0.0698 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 157/400 [==========>...................] - ETA: 2:19 - loss: 0.0700 - dice_coefficient: 0.9473 Epoch 19: loss did not improve from 0.03556 158/400 [==========>...................] - ETA: 2:18 - loss: 0.0698 - dice_coefficient: 0.9474 Epoch 19: loss did not improve from 0.03556 159/400 [==========>...................] - ETA: 2:18 - loss: 0.0701 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 160/400 [===========>..................] - ETA: 2:17 - loss: 0.0700 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 161/400 [===========>..................] - ETA: 2:16 - loss: 0.0701 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0701 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 163/400 [===========>..................] - ETA: 2:15 - loss: 0.0699 - dice_coefficient: 0.9471 Epoch 19: loss did not improve from 0.03556 164/400 [===========>..................] - ETA: 2:15 - loss: 0.0697 - dice_coefficient: 0.9473 Epoch 19: loss did not improve from 0.03556 165/400 [===========>..................] - ETA: 2:14 - loss: 0.0695 - dice_coefficient: 0.9474 Epoch 19: loss did not improve from 0.03556 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0692 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 167/400 [===========>..................] - ETA: 2:13 - loss: 0.0691 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 168/400 [===========>..................] - ETA: 2:12 - loss: 0.0688 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 169/400 [===========>..................] - ETA: 2:12 - loss: 0.0690 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 170/400 [===========>..................] - ETA: 2:11 - loss: 0.0687 - dice_coefficient: 0.9482 Epoch 19: loss did not improve from 0.03556 171/400 [===========>..................] - ETA: 2:11 - loss: 0.0687 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 172/400 [===========>..................] - ETA: 2:10 - loss: 0.0685 - dice_coefficient: 0.9483 Epoch 19: loss did not improve from 0.03556 173/400 [===========>..................] - ETA: 2:10 - loss: 0.0693 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 174/400 [============>.................] - ETA: 2:09 - loss: 0.0698 - dice_coefficient: 0.9471 Epoch 19: loss did not improve from 0.03556 175/400 [============>.................] - ETA: 2:08 - loss: 0.0697 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 176/400 [============>.................] - ETA: 2:08 - loss: 0.0699 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 177/400 [============>.................] - ETA: 2:07 - loss: 0.0696 - dice_coefficient: 0.9473 Epoch 19: loss did not improve from 0.03556 178/400 [============>.................] - ETA: 2:07 - loss: 0.0694 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 179/400 [============>.................] - ETA: 2:06 - loss: 0.0692 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 180/400 [============>.................] - ETA: 2:06 - loss: 0.0693 - dice_coefficient: 0.9474 Epoch 19: loss did not improve from 0.03556 181/400 [============>.................] - ETA: 2:05 - loss: 0.0692 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 182/400 [============>.................] - ETA: 2:04 - loss: 0.0690 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 183/400 [============>.................] - ETA: 2:04 - loss: 0.0688 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 184/400 [============>.................] - ETA: 2:03 - loss: 0.0695 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 185/400 [============>.................] - ETA: 2:03 - loss: 0.0693 - dice_coefficient: 0.9474 Epoch 19: loss did not improve from 0.03556 186/400 [============>.................] - ETA: 2:02 - loss: 0.0691 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 187/400 [=============>................] - ETA: 2:02 - loss: 0.0689 - dice_coefficient: 0.9477 Epoch 19: loss did not improve from 0.03556 188/400 [=============>................] - ETA: 2:01 - loss: 0.0687 - dice_coefficient: 0.9479 Epoch 19: loss did not improve from 0.03556 189/400 [=============>................] - ETA: 2:00 - loss: 0.0684 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 190/400 [=============>................] - ETA: 2:00 - loss: 0.0682 - dice_coefficient: 0.9483 Epoch 19: loss did not improve from 0.03556 191/400 [=============>................] - ETA: 1:59 - loss: 0.0680 - dice_coefficient: 0.9484 Epoch 19: loss did not improve from 0.03556 192/400 [=============>................] - ETA: 1:59 - loss: 0.0691 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 193/400 [=============>................] - ETA: 1:58 - loss: 0.0689 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 194/400 [=============>................] - ETA: 1:58 - loss: 0.0689 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 195/400 [=============>................] - ETA: 1:57 - loss: 0.0693 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 196/400 [=============>................] - ETA: 1:56 - loss: 0.0701 - dice_coefficient: 0.9469 Epoch 19: loss did not improve from 0.03556 197/400 [=============>................] - ETA: 1:56 - loss: 0.0698 - dice_coefficient: 0.9471 Epoch 19: loss did not improve from 0.03556 198/400 [=============>................] - ETA: 1:55 - loss: 0.0696 - dice_coefficient: 0.9473 Epoch 19: loss did not improve from 0.03556 199/400 [=============>................] - ETA: 1:55 - loss: 0.0702 - dice_coefficient: 0.9468 Epoch 19: loss did not improve from 0.03556 200/400 [==============>...............] - ETA: 1:54 - loss: 0.0699 - dice_coefficient: 0.9470 Epoch 19: loss did not improve from 0.03556 201/400 [==============>...............] - ETA: 1:54 - loss: 0.0697 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 202/400 [==============>...............] - ETA: 1:53 - loss: 0.0696 - dice_coefficient: 0.9472 Epoch 19: loss did not improve from 0.03556 203/400 [==============>...............] - ETA: 1:52 - loss: 0.0696 - dice_coefficient: 0.9473 Epoch 19: loss did not improve from 0.03556 204/400 [==============>...............] - ETA: 1:52 - loss: 0.0695 - dice_coefficient: 0.9473 Epoch 19: loss did not improve from 0.03556 205/400 [==============>...............] - ETA: 1:51 - loss: 0.0693 - dice_coefficient: 0.9475 Epoch 19: loss did not improve from 0.03556 206/400 [==============>...............] - ETA: 1:51 - loss: 0.0691 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 207/400 [==============>...............] - ETA: 1:50 - loss: 0.0690 - dice_coefficient: 0.9477 Epoch 19: loss did not improve from 0.03556 208/400 [==============>...............] - ETA: 1:49 - loss: 0.0689 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 209/400 [==============>...............] - ETA: 1:49 - loss: 0.0689 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 210/400 [==============>...............] - ETA: 1:48 - loss: 0.0687 - dice_coefficient: 0.9479 Epoch 19: loss did not improve from 0.03556 211/400 [==============>...............] - ETA: 1:48 - loss: 0.0685 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 212/400 [==============>...............] - ETA: 1:47 - loss: 0.0687 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 213/400 [==============>...............] - ETA: 1:47 - loss: 0.0685 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 214/400 [===============>..............] - ETA: 1:46 - loss: 0.0684 - dice_coefficient: 0.9482 Epoch 19: loss did not improve from 0.03556 215/400 [===============>..............] - ETA: 1:46 - loss: 0.0685 - dice_coefficient: 0.9481 Epoch 19: loss did not improve from 0.03556 216/400 [===============>..............] - ETA: 1:45 - loss: 0.0689 - dice_coefficient: 0.9477 Epoch 19: loss did not improve from 0.03556 217/400 [===============>..............] - ETA: 1:44 - loss: 0.0687 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 218/400 [===============>..............] - ETA: 1:44 - loss: 0.0687 - dice_coefficient: 0.9479 Epoch 19: loss did not improve from 0.03556 219/400 [===============>..............] - ETA: 1:43 - loss: 0.0684 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 220/400 [===============>..............] - ETA: 1:43 - loss: 0.0682 - dice_coefficient: 0.9482 Epoch 19: loss did not improve from 0.03556 221/400 [===============>..............] - ETA: 1:42 - loss: 0.0688 - dice_coefficient: 0.9477 Epoch 19: loss did not improve from 0.03556 222/400 [===============>..............] - ETA: 1:41 - loss: 0.0687 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 223/400 [===============>..............] - ETA: 1:41 - loss: 0.0685 - dice_coefficient: 0.9479 Epoch 19: loss did not improve from 0.03556 224/400 [===============>..............] - ETA: 1:40 - loss: 0.0684 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 225/400 [===============>..............] - ETA: 1:40 - loss: 0.0683 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 226/400 [===============>..............] - ETA: 1:39 - loss: 0.0683 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 227/400 [================>.............] - ETA: 1:39 - loss: 0.0681 - dice_coefficient: 0.9482 Epoch 19: loss did not improve from 0.03556 228/400 [================>.............] - ETA: 1:38 - loss: 0.0679 - dice_coefficient: 0.9484 Epoch 19: loss did not improve from 0.03556 229/400 [================>.............] - ETA: 1:38 - loss: 0.0680 - dice_coefficient: 0.9482 Epoch 19: loss did not improve from 0.03556 230/400 [================>.............] - ETA: 1:37 - loss: 0.0679 - dice_coefficient: 0.9483 Epoch 19: loss did not improve from 0.03556 231/400 [================>.............] - ETA: 1:36 - loss: 0.0685 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 232/400 [================>.............] - ETA: 1:36 - loss: 0.0684 - dice_coefficient: 0.9479 Epoch 19: loss did not improve from 0.03556 233/400 [================>.............] - ETA: 1:35 - loss: 0.0683 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 234/400 [================>.............] - ETA: 1:35 - loss: 0.0686 - dice_coefficient: 0.9476 Epoch 19: loss did not improve from 0.03556 235/400 [================>.............] - ETA: 1:34 - loss: 0.0685 - dice_coefficient: 0.9477 Epoch 19: loss did not improve from 0.03556 236/400 [================>.............] - ETA: 1:33 - loss: 0.0684 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 237/400 [================>.............] - ETA: 1:33 - loss: 0.0683 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 238/400 [================>.............] - ETA: 1:32 - loss: 0.0686 - dice_coefficient: 0.9478 Epoch 19: loss did not improve from 0.03556 239/400 [================>.............] - ETA: 1:32 - loss: 0.0685 - dice_coefficient: 0.9479 Epoch 19: loss did not improve from 0.03556 240/400 [=================>............] - ETA: 1:31 - loss: 0.0684 - dice_coefficient: 0.9480 Epoch 19: loss did not improve from 0.03556 241/400 [=================>............] - ETA: 1:31 - loss: 0.0686 - dice_coefficient: 0.9477 Epoch 19: loss did not improve from 0.03556 242/400 [=================>............] - ETA: 1:30 - loss: 0.0705 - dice_coefficient: 0.9463 Epoch 19: loss did not improve from 0.03556 243/400 [=================>............] - ETA: 1:29 - loss: 0.0703 - dice_coefficient: 0.9464 Epoch 19: loss did not improve from 0.03556 244/400 [=================>............] - ETA: 1:29 - loss: 0.0707 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 245/400 [=================>............] - ETA: 1:28 - loss: 0.0709 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 246/400 [=================>............] - ETA: 1:28 - loss: 0.0708 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 247/400 [=================>............] - ETA: 1:27 - loss: 0.0707 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 248/400 [=================>............] - ETA: 1:27 - loss: 0.0707 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 249/400 [=================>............] - ETA: 1:26 - loss: 0.0706 - dice_coefficient: 0.9462 Epoch 19: loss did not improve from 0.03556 250/400 [=================>............] - ETA: 1:25 - loss: 0.0704 - dice_coefficient: 0.9463 Epoch 19: loss did not improve from 0.03556 251/400 [=================>............] - ETA: 1:25 - loss: 0.0703 - dice_coefficient: 0.9465 Epoch 19: loss did not improve from 0.03556 252/400 [=================>............] - ETA: 1:24 - loss: 0.0702 - dice_coefficient: 0.9465 Epoch 19: loss did not improve from 0.03556 253/400 [=================>............] - ETA: 1:24 - loss: 0.0702 - dice_coefficient: 0.9465 Epoch 19: loss did not improve from 0.03556 254/400 [==================>...........] - ETA: 1:23 - loss: 0.0701 - dice_coefficient: 0.9466 Epoch 19: loss did not improve from 0.03556 255/400 [==================>...........] - 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dice_coefficient: 0.9458 Epoch 19: loss did not improve from 0.03556 263/400 [==================>...........] - ETA: 1:18 - loss: 0.0710 - dice_coefficient: 0.9459 Epoch 19: loss did not improve from 0.03556 264/400 [==================>...........] - ETA: 1:17 - loss: 0.0708 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 265/400 [==================>...........] - ETA: 1:17 - loss: 0.0710 - dice_coefficient: 0.9459 Epoch 19: loss did not improve from 0.03556 266/400 [==================>...........] - ETA: 1:16 - loss: 0.0709 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 267/400 [===================>..........] - ETA: 1:16 - loss: 0.0708 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 268/400 [===================>..........] - ETA: 1:15 - loss: 0.0706 - dice_coefficient: 0.9462 Epoch 19: loss did not improve from 0.03556 269/400 [===================>..........] - ETA: 1:15 - loss: 0.0704 - dice_coefficient: 0.9463 Epoch 19: loss did not improve from 0.03556 270/400 [===================>..........] - 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dice_coefficient: 0.9457 Epoch 19: loss did not improve from 0.03556 278/400 [===================>..........] - ETA: 1:09 - loss: 0.0708 - dice_coefficient: 0.9458 Epoch 19: loss did not improve from 0.03556 279/400 [===================>..........] - ETA: 1:09 - loss: 0.0712 - dice_coefficient: 0.9455 Epoch 19: loss did not improve from 0.03556 280/400 [====================>.........] - ETA: 1:08 - loss: 0.0710 - dice_coefficient: 0.9456 Epoch 19: loss did not improve from 0.03556 281/400 [====================>.........] - ETA: 1:08 - loss: 0.0710 - dice_coefficient: 0.9457 Epoch 19: loss did not improve from 0.03556 282/400 [====================>.........] - ETA: 1:07 - loss: 0.0709 - dice_coefficient: 0.9458 Epoch 19: loss did not improve from 0.03556 283/400 [====================>.........] - ETA: 1:07 - loss: 0.0708 - dice_coefficient: 0.9459 Epoch 19: loss did not improve from 0.03556 284/400 [====================>.........] - ETA: 1:06 - loss: 0.0711 - dice_coefficient: 0.9456 Epoch 19: loss did not improve from 0.03556 285/400 [====================>.........] - 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dice_coefficient: 0.9457 Epoch 19: loss did not improve from 0.03556 293/400 [====================>.........] - ETA: 1:01 - loss: 0.0707 - dice_coefficient: 0.9458 Epoch 19: loss did not improve from 0.03556 294/400 [=====================>........] - ETA: 1:00 - loss: 0.0706 - dice_coefficient: 0.9459 Epoch 19: loss did not improve from 0.03556 295/400 [=====================>........] - ETA: 1:00 - loss: 0.0707 - dice_coefficient: 0.9458 Epoch 19: loss did not improve from 0.03556 296/400 [=====================>........] - ETA: 59s - loss: 0.0706 - dice_coefficient: 0.9459 Epoch 19: loss did not improve from 0.03556 297/400 [=====================>........] - ETA: 58s - loss: 0.0705 - dice_coefficient: 0.9459 Epoch 19: loss did not improve from 0.03556 298/400 [=====================>........] - ETA: 58s - loss: 0.0704 - dice_coefficient: 0.9460 Epoch 19: loss did not improve from 0.03556 299/400 [=====================>........] - ETA: 57s - loss: 0.0703 - dice_coefficient: 0.9461 Epoch 19: loss did not improve from 0.03556 300/400 [=====================>........] - 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ETA: 43s - loss: 0.0699 - dice_coefficient: 0.9464 Epoch 19: loss did not improve from 0.03556 325/400 [=======================>......] - ETA: 43s - loss: 0.0701 - dice_coefficient: 0.9462 Epoch 19: loss did not improve from 0.03556 326/400 [=======================>......] - ETA: 42s - loss: 0.0708 - dice_coefficient: 0.9456 Epoch 19: loss did not improve from 0.03556 327/400 [=======================>......] - ETA: 41s - loss: 0.0711 - dice_coefficient: 0.9455 Epoch 19: loss did not improve from 0.03556 328/400 [=======================>......] - ETA: 41s - loss: 0.0709 - dice_coefficient: 0.9456 Epoch 19: loss did not improve from 0.03556 329/400 [=======================>......] - ETA: 40s - loss: 0.0711 - dice_coefficient: 0.9454 Epoch 19: loss did not improve from 0.03556 330/400 [=======================>......] - ETA: 40s - loss: 0.0711 - dice_coefficient: 0.9454 Epoch 19: loss did not improve from 0.03556 331/400 [=======================>......] - ETA: 39s - loss: 0.0710 - dice_coefficient: 0.9454 Epoch 19: loss did not improve from 0.03556 332/400 [=======================>......] - ETA: 39s - loss: 0.1195 - dice_coefficient: 0.9426 Epoch 19: loss did not improve from 0.03556 333/400 [=======================>......] - ETA: 38s - loss: 0.1193 - dice_coefficient: 0.9427 Epoch 19: loss did not improve from 0.03556 334/400 [========================>.....] - ETA: 37s - loss: 0.1191 - dice_coefficient: 0.9427 Epoch 19: loss did not improve from 0.03556 335/400 [========================>.....] - ETA: 37s - loss: 0.1190 - dice_coefficient: 0.9427 Epoch 19: loss did not improve from 0.03556 336/400 [========================>.....] - ETA: 36s - loss: 0.1196 - dice_coefficient: 0.9421 Epoch 19: loss did not improve from 0.03556 337/400 [========================>.....] - ETA: 36s - loss: 0.1194 - dice_coefficient: 0.9421 Epoch 19: loss did not improve from 0.03556 338/400 [========================>.....] - ETA: 35s - loss: 0.1191 - dice_coefficient: 0.9422 Epoch 19: loss did not improve from 0.03556 339/400 [========================>.....] - ETA: 35s - loss: 0.1189 - dice_coefficient: 0.9423 Epoch 19: loss did not improve from 0.03556 340/400 [========================>.....] - ETA: 34s - loss: 0.1190 - dice_coefficient: 0.9420 Epoch 19: loss did not improve from 0.03556 341/400 [========================>.....] - ETA: 33s - loss: 0.1188 - dice_coefficient: 0.9422 Epoch 19: loss did not improve from 0.03556 342/400 [========================>.....] - ETA: 33s - loss: 0.1185 - dice_coefficient: 0.9423 Epoch 19: loss did not improve from 0.03556 343/400 [========================>.....] - ETA: 32s - loss: 0.1182 - dice_coefficient: 0.9424 Epoch 19: loss did not improve from 0.03556 344/400 [========================>.....] - ETA: 32s - loss: 0.1181 - dice_coefficient: 0.9424 Epoch 19: loss did not improve from 0.03556 345/400 [========================>.....] - ETA: 31s - loss: 0.1179 - dice_coefficient: 0.9425 Epoch 19: loss did not improve from 0.03556 346/400 [========================>.....] - ETA: 30s - loss: 0.1177 - dice_coefficient: 0.9425 Epoch 19: loss did not improve from 0.03556 347/400 [=========================>....] - ETA: 30s - loss: 0.1175 - dice_coefficient: 0.9426 Epoch 19: loss did not improve from 0.03556 348/400 [=========================>....] - ETA: 29s - loss: 0.1173 - dice_coefficient: 0.9427 Epoch 19: loss did not improve from 0.03556 349/400 [=========================>....] - ETA: 29s - loss: 0.1171 - dice_coefficient: 0.9428 Epoch 19: loss did not improve from 0.03556 350/400 [=========================>....] - ETA: 28s - loss: 0.1169 - dice_coefficient: 0.9428 Epoch 19: loss did not improve from 0.03556 351/400 [=========================>....] - ETA: 28s - loss: 0.1167 - dice_coefficient: 0.9429 Epoch 19: loss did not improve from 0.03556 352/400 [=========================>....] - ETA: 27s - loss: 0.1165 - dice_coefficient: 0.9430 Epoch 19: loss did not improve from 0.03556 353/400 [=========================>....] - ETA: 26s - loss: 0.1163 - dice_coefficient: 0.9430 Epoch 19: loss did not improve from 0.03556 354/400 [=========================>....] - ETA: 26s - loss: 0.1161 - dice_coefficient: 0.9431 Epoch 19: loss did not improve from 0.03556 355/400 [=========================>....] - ETA: 25s - loss: 0.1159 - dice_coefficient: 0.9431 Epoch 19: loss did not improve from 0.03556 356/400 [=========================>....] - ETA: 25s - loss: 0.1157 - dice_coefficient: 0.9432 Epoch 19: loss did not improve from 0.03556 357/400 [=========================>....] - ETA: 24s - loss: 0.1155 - dice_coefficient: 0.9433 Epoch 19: loss did not improve from 0.03556 358/400 [=========================>....] - ETA: 24s - loss: 0.1153 - dice_coefficient: 0.9434 Epoch 19: loss did not improve from 0.03556 359/400 [=========================>....] - ETA: 23s - loss: 0.1151 - dice_coefficient: 0.9434 Epoch 19: loss did not improve from 0.03556 360/400 [==========================>...] - ETA: 22s - loss: 0.1149 - dice_coefficient: 0.9435 Epoch 19: loss did not improve from 0.03556 361/400 [==========================>...] - ETA: 22s - loss: 0.1148 - dice_coefficient: 0.9436 Epoch 19: loss did not improve from 0.03556 362/400 [==========================>...] - ETA: 21s - loss: 0.1146 - dice_coefficient: 0.9437 Epoch 19: loss did not improve from 0.03556 363/400 [==========================>...] - ETA: 21s - loss: 0.1143 - dice_coefficient: 0.9438 Epoch 19: loss did not improve from 0.03556 364/400 [==========================>...] - ETA: 20s - loss: 0.1142 - dice_coefficient: 0.9438 Epoch 19: loss did not improve from 0.03556 365/400 [==========================>...] - ETA: 20s - loss: 0.1140 - dice_coefficient: 0.9438 Epoch 19: loss did not improve from 0.03556 366/400 [==========================>...] - ETA: 19s - loss: 0.1144 - dice_coefficient: 0.9435 Epoch 19: loss did not improve from 0.03556 367/400 [==========================>...] - ETA: 18s - loss: 0.1142 - dice_coefficient: 0.9435 Epoch 19: loss did not improve from 0.03556 368/400 [==========================>...] - ETA: 18s - loss: 0.1140 - dice_coefficient: 0.9437 Epoch 19: loss did not improve from 0.03556 369/400 [==========================>...] - ETA: 17s - loss: 0.1137 - dice_coefficient: 0.9438 Epoch 19: loss did not improve from 0.03556 370/400 [==========================>...] - ETA: 17s - loss: 0.1136 - dice_coefficient: 0.9438 Epoch 19: loss did not improve from 0.03556 371/400 [==========================>...] - ETA: 16s - loss: 0.1133 - dice_coefficient: 0.9440 Epoch 19: loss did not improve from 0.03556 372/400 [==========================>...] - ETA: 16s - loss: 0.1131 - dice_coefficient: 0.9440 Epoch 19: loss did not improve from 0.03556 373/400 [==========================>...] - ETA: 15s - loss: 0.1129 - dice_coefficient: 0.9441 Epoch 19: loss did not improve from 0.03556 374/400 [===========================>..] - ETA: 14s - loss: 0.1129 - dice_coefficient: 0.9440 Epoch 19: loss did not improve from 0.03556 375/400 [===========================>..] - ETA: 14s - loss: 0.1128 - dice_coefficient: 0.9440 Epoch 19: loss did not improve from 0.03556 376/400 [===========================>..] - ETA: 13s - loss: 0.1126 - dice_coefficient: 0.9440 Epoch 19: loss did not improve from 0.03556 377/400 [===========================>..] - ETA: 13s - loss: 0.1125 - dice_coefficient: 0.9441 Epoch 19: loss did not improve from 0.03556 378/400 [===========================>..] - ETA: 12s - loss: 0.1124 - dice_coefficient: 0.9442 Epoch 19: loss did not improve from 0.03556 379/400 [===========================>..] - ETA: 12s - loss: 0.1122 - dice_coefficient: 0.9443 Epoch 19: loss did not improve from 0.03556 380/400 [===========================>..] - ETA: 11s - loss: 0.1119 - dice_coefficient: 0.9444 Epoch 19: loss did not improve from 0.03556 381/400 [===========================>..] - ETA: 10s - loss: 0.1118 - dice_coefficient: 0.9444 Epoch 19: loss did not improve from 0.03556 382/400 [===========================>..] - ETA: 10s - loss: 0.1117 - dice_coefficient: 0.9444 Epoch 19: loss did not improve from 0.03556 383/400 [===========================>..] - ETA: 9s - loss: 0.1116 - dice_coefficient: 0.9444 Epoch 19: loss did not improve from 0.03556 384/400 [===========================>..] - ETA: 9s - loss: 0.1115 - dice_coefficient: 0.9444 Epoch 19: loss did not improve from 0.03556 385/400 [===========================>..] - ETA: 8s - loss: 0.1113 - dice_coefficient: 0.9445 Epoch 19: loss did not improve from 0.03556 386/400 [===========================>..] - ETA: 8s - loss: 0.1111 - dice_coefficient: 0.9446 Epoch 19: loss did not improve from 0.03556 387/400 [============================>.] - ETA: 7s - loss: 0.1109 - dice_coefficient: 0.9447 Epoch 19: loss did not improve from 0.03556 388/400 [============================>.] - ETA: 6s - loss: 0.1109 - dice_coefficient: 0.9446 Epoch 19: loss did not improve from 0.03556 389/400 [============================>.] - ETA: 6s - loss: 0.1107 - dice_coefficient: 0.9446 Epoch 19: loss did not improve from 0.03556 390/400 [============================>.] - ETA: 5s - loss: 0.1105 - dice_coefficient: 0.9447 Epoch 19: loss did not improve from 0.03556 391/400 [============================>.] - ETA: 5s - loss: 0.1103 - dice_coefficient: 0.9448 Epoch 19: loss did not improve from 0.03556 392/400 [============================>.] - ETA: 4s - loss: 0.1101 - dice_coefficient: 0.9449 Epoch 19: loss did not improve from 0.03556 393/400 [============================>.] - ETA: 4s - loss: 0.1099 - dice_coefficient: 0.9450 Epoch 19: loss did not improve from 0.03556 394/400 [============================>.] - ETA: 3s - loss: 0.1098 - dice_coefficient: 0.9449 Epoch 19: loss did not improve from 0.03556 395/400 [============================>.] - ETA: 2s - loss: 0.1097 - dice_coefficient: 0.9450 Epoch 19: loss did not improve from 0.03556 396/400 [============================>.] - ETA: 2s - loss: 0.1097 - dice_coefficient: 0.9450 Epoch 19: loss did not improve from 0.03556 397/400 [============================>.] - ETA: 1s - loss: 0.1096 - dice_coefficient: 0.9451 Epoch 19: loss did not improve from 0.03556 398/400 [============================>.] - ETA: 1s - loss: 0.1095 - dice_coefficient: 0.9451 Epoch 19: loss did not improve from 0.03556 399/400 [============================>.] - ETA: 0s - loss: 0.1095 - dice_coefficient: 0.9451 Epoch 19: loss did not improve from 0.03556 400/400 [==============================] - 230s 576ms/step - loss: 0.1093 - dice_coefficient: 0.9452 - val_loss: 0.7015 - val_dice_coefficient: 0.6643 - lr: 2.0000e-05 Epoch 20/30 Epoch 20: loss did not improve from 0.03556 1/400 [..............................] - ETA: 3:44 - loss: 0.0797 - dice_coefficient: 0.9638 Epoch 20: loss did not improve from 0.03556 2/400 [..............................] - ETA: 3:57 - loss: 0.1262 - dice_coefficient: 0.9067 Epoch 20: loss did not improve from 0.03556 3/400 [..............................] - ETA: 3:57 - loss: 0.1041 - dice_coefficient: 0.9208 Epoch 20: loss did not improve from 0.03556 4/400 [..............................] - ETA: 3:56 - loss: 0.0897 - dice_coefficient: 0.9346 Epoch 20: loss did not improve from 0.03556 5/400 [..............................] - ETA: 3:58 - loss: 0.0790 - dice_coefficient: 0.9423 Epoch 20: loss did not improve from 0.03556 6/400 [..............................] - ETA: 3:56 - loss: 0.0895 - dice_coefficient: 0.9352 Epoch 20: loss did not improve from 0.03556 7/400 [..............................] - ETA: 3:55 - loss: 0.0889 - dice_coefficient: 0.9349 Epoch 20: loss did not improve from 0.03556 8/400 [..............................] - ETA: 3:53 - loss: 0.0842 - dice_coefficient: 0.9389 Epoch 20: loss did not improve from 0.03556 9/400 [..............................] - ETA: 3:51 - loss: 0.0792 - dice_coefficient: 0.9437 Epoch 20: loss did not improve from 0.03556 10/400 [..............................] - ETA: 3:51 - loss: 0.0758 - dice_coefficient: 0.9464 Epoch 20: loss did not improve from 0.03556 11/400 [..............................] - ETA: 3:49 - loss: 0.1024 - dice_coefficient: 0.9272 Epoch 20: loss did not improve from 0.03556 12/400 [..............................] - ETA: 3:48 - loss: 0.1047 - dice_coefficient: 0.9235 Epoch 20: loss did not improve from 0.03556 13/400 [..............................] - ETA: 3:46 - loss: 0.1014 - dice_coefficient: 0.9253 Epoch 20: loss did not improve from 0.03556 14/400 [>.............................] - ETA: 3:46 - loss: 0.0960 - dice_coefficient: 0.9295 Epoch 20: loss did not improve from 0.03556 15/400 [>.............................] - ETA: 3:45 - loss: 0.1114 - dice_coefficient: 0.9167 Epoch 20: loss did not improve from 0.03556 16/400 [>.............................] - ETA: 3:43 - loss: 0.1326 - dice_coefficient: 0.8997 Epoch 20: loss did not improve from 0.03556 17/400 [>.............................] - ETA: 3:43 - loss: 0.1286 - dice_coefficient: 0.9028 Epoch 20: loss did not improve from 0.03556 18/400 [>.............................] - ETA: 3:42 - loss: 0.1228 - dice_coefficient: 0.9072 Epoch 20: loss did not improve from 0.03556 19/400 [>.............................] - ETA: 3:41 - loss: 0.1180 - dice_coefficient: 0.9111 Epoch 20: loss did not improve from 0.03556 20/400 [>.............................] - ETA: 3:40 - loss: 0.1145 - dice_coefficient: 0.9133 Epoch 20: loss did not improve from 0.03556 21/400 [>.............................] - ETA: 3:39 - loss: 0.1163 - dice_coefficient: 0.9111 Epoch 20: loss did not improve from 0.03556 22/400 [>.............................] - ETA: 3:39 - loss: 0.1129 - dice_coefficient: 0.9138 Epoch 20: loss did not improve from 0.03556 23/400 [>.............................] - ETA: 3:38 - loss: 0.1124 - dice_coefficient: 0.9135 Epoch 20: loss did not improve from 0.03556 24/400 [>.............................] - ETA: 3:37 - loss: 0.1082 - dice_coefficient: 0.9167 Epoch 20: loss did not improve from 0.03556 25/400 [>.............................] - ETA: 3:37 - loss: 0.1072 - dice_coefficient: 0.9171 Epoch 20: loss did not improve from 0.03556 26/400 [>.............................] - ETA: 3:36 - loss: 0.1074 - dice_coefficient: 0.9166 Epoch 20: loss did not improve from 0.03556 27/400 [=>............................] - ETA: 3:35 - loss: 0.1041 - dice_coefficient: 0.9192 Epoch 20: loss did not improve from 0.03556 28/400 [=>............................] - ETA: 3:35 - loss: 0.1016 - dice_coefficient: 0.9210 Epoch 20: loss did not improve from 0.03556 29/400 [=>............................] - ETA: 3:34 - loss: 0.1001 - dice_coefficient: 0.9222 Epoch 20: loss did not improve from 0.03556 30/400 [=>............................] - ETA: 3:34 - loss: 0.0988 - dice_coefficient: 0.9234 Epoch 20: loss did not improve from 0.03556 31/400 [=>............................] - ETA: 3:33 - loss: 0.0999 - dice_coefficient: 0.9223 Epoch 20: loss did not improve from 0.03556 32/400 [=>............................] - ETA: 3:32 - loss: 0.0982 - dice_coefficient: 0.9237 Epoch 20: loss did not improve from 0.03556 33/400 [=>............................] - ETA: 3:31 - loss: 0.0985 - dice_coefficient: 0.9232 Epoch 20: loss did not improve from 0.03556 34/400 [=>............................] - ETA: 3:31 - loss: 0.1032 - dice_coefficient: 0.9190 Epoch 20: loss did not improve from 0.03556 35/400 [=>............................] - ETA: 3:30 - loss: 0.1012 - dice_coefficient: 0.9206 Epoch 20: loss did not improve from 0.03556 36/400 [=>............................] - ETA: 3:30 - loss: 0.1074 - dice_coefficient: 0.9154 Epoch 20: loss did not improve from 0.03556 37/400 [=>............................] - ETA: 3:29 - loss: 0.1060 - dice_coefficient: 0.9167 Epoch 20: loss did not improve from 0.03556 38/400 [=>............................] - ETA: 3:28 - loss: 0.1049 - dice_coefficient: 0.9174 Epoch 20: loss did not improve from 0.03556 39/400 [=>............................] - ETA: 3:28 - loss: 0.1050 - dice_coefficient: 0.9179 Epoch 20: loss did not improve from 0.03556 40/400 [==>...........................] - ETA: 3:27 - loss: 0.1046 - dice_coefficient: 0.9189 Epoch 20: loss did not improve from 0.03556 41/400 [==>...........................] - ETA: 3:26 - loss: 0.1030 - dice_coefficient: 0.9201 Epoch 20: loss did not improve from 0.03556 42/400 [==>...........................] - ETA: 3:26 - loss: 0.1013 - dice_coefficient: 0.9214 Epoch 20: loss did not improve from 0.03556 43/400 [==>...........................] - ETA: 3:25 - loss: 0.0999 - dice_coefficient: 0.9226 Epoch 20: loss did not improve from 0.03556 44/400 [==>...........................] - ETA: 3:25 - loss: 0.0981 - dice_coefficient: 0.9241 Epoch 20: loss did not improve from 0.03556 45/400 [==>...........................] - ETA: 3:24 - loss: 0.0966 - dice_coefficient: 0.9254 Epoch 20: loss did not improve from 0.03556 46/400 [==>...........................] - ETA: 3:23 - loss: 0.0958 - dice_coefficient: 0.9258 Epoch 20: loss did not improve from 0.03556 47/400 [==>...........................] - ETA: 3:23 - loss: 0.0945 - dice_coefficient: 0.9270 Epoch 20: loss did not improve from 0.03556 48/400 [==>...........................] - ETA: 3:22 - loss: 0.0930 - dice_coefficient: 0.9282 Epoch 20: loss did not improve from 0.03556 49/400 [==>...........................] - ETA: 3:22 - loss: 0.0929 - dice_coefficient: 0.9287 Epoch 20: loss did not improve from 0.03556 50/400 [==>...........................] - ETA: 3:21 - loss: 0.0916 - dice_coefficient: 0.9296 Epoch 20: loss did not improve from 0.03556 51/400 [==>...........................] - ETA: 3:21 - loss: 0.0907 - dice_coefficient: 0.9304 Epoch 20: loss did not improve from 0.03556 52/400 [==>...........................] - ETA: 3:20 - loss: 0.0895 - dice_coefficient: 0.9314 Epoch 20: loss did not improve from 0.03556 53/400 [==>...........................] - ETA: 3:19 - loss: 0.0890 - dice_coefficient: 0.9319 Epoch 20: loss did not improve from 0.03556 54/400 [===>..........................] - ETA: 3:19 - loss: 0.0881 - dice_coefficient: 0.9326 Epoch 20: loss did not improve from 0.03556 55/400 [===>..........................] - ETA: 3:18 - loss: 0.0872 - dice_coefficient: 0.9334 Epoch 20: loss did not improve from 0.03556 56/400 [===>..........................] - ETA: 3:17 - loss: 0.0868 - dice_coefficient: 0.9335 Epoch 20: loss did not improve from 0.03556 57/400 [===>..........................] - ETA: 3:17 - loss: 0.0858 - dice_coefficient: 0.9344 Epoch 20: loss did not improve from 0.03556 58/400 [===>..........................] - ETA: 3:16 - loss: 0.0853 - dice_coefficient: 0.9346 Epoch 20: loss did not improve from 0.03556 59/400 [===>..........................] - ETA: 3:16 - loss: 0.0882 - dice_coefficient: 0.9320 Epoch 20: loss did not improve from 0.03556 60/400 [===>..........................] - ETA: 3:15 - loss: 0.0890 - dice_coefficient: 0.9311 Epoch 20: loss did not improve from 0.03556 61/400 [===>..........................] - ETA: 3:15 - loss: 0.0885 - dice_coefficient: 0.9316 Epoch 20: loss did not improve from 0.03556 62/400 [===>..........................] - ETA: 3:14 - loss: 0.0886 - dice_coefficient: 0.9317 Epoch 20: loss did not improve from 0.03556 63/400 [===>..........................] - ETA: 3:13 - loss: 0.0878 - dice_coefficient: 0.9323 Epoch 20: loss did not improve from 0.03556 64/400 [===>..........................] - ETA: 3:13 - loss: 0.0871 - dice_coefficient: 0.9329 Epoch 20: loss did not improve from 0.03556 65/400 [===>..........................] - ETA: 3:12 - loss: 0.0864 - dice_coefficient: 0.9336 Epoch 20: loss did not improve from 0.03556 66/400 [===>..........................] - ETA: 3:12 - loss: 0.0858 - dice_coefficient: 0.9340 Epoch 20: loss did not improve from 0.03556 67/400 [====>.........................] - ETA: 3:11 - loss: 0.0849 - dice_coefficient: 0.9346 Epoch 20: loss did not improve from 0.03556 68/400 [====>.........................] - ETA: 3:10 - loss: 0.0841 - dice_coefficient: 0.9352 Epoch 20: loss did not improve from 0.03556 69/400 [====>.........................] - ETA: 3:10 - loss: 0.0837 - dice_coefficient: 0.9355 Epoch 20: loss did not improve from 0.03556 70/400 [====>.........................] - ETA: 3:09 - loss: 0.0829 - dice_coefficient: 0.9361 Epoch 20: loss did not improve from 0.03556 71/400 [====>.........................] - ETA: 3:09 - loss: 0.0827 - dice_coefficient: 0.9362 Epoch 20: loss did not improve from 0.03556 72/400 [====>.........................] - ETA: 3:08 - loss: 0.0821 - dice_coefficient: 0.9367 Epoch 20: loss did not improve from 0.03556 73/400 [====>.........................] - ETA: 3:08 - loss: 0.0817 - dice_coefficient: 0.9370 Epoch 20: loss did not improve from 0.03556 74/400 [====>.........................] - ETA: 3:07 - loss: 0.0812 - dice_coefficient: 0.9373 Epoch 20: loss did not improve from 0.03556 75/400 [====>.........................] - ETA: 3:06 - loss: 0.0811 - dice_coefficient: 0.9374 Epoch 20: loss did not improve from 0.03556 76/400 [====>.........................] - ETA: 3:06 - loss: 0.0804 - dice_coefficient: 0.9380 Epoch 20: loss did not improve from 0.03556 77/400 [====>.........................] - ETA: 3:05 - loss: 0.0799 - dice_coefficient: 0.9383 Epoch 20: loss did not improve from 0.03556 78/400 [====>.........................] - ETA: 3:05 - loss: 0.0791 - dice_coefficient: 0.9389 Epoch 20: loss did not improve from 0.03556 79/400 [====>.........................] - ETA: 3:04 - loss: 0.0794 - dice_coefficient: 0.9386 Epoch 20: loss did not improve from 0.03556 80/400 [=====>........................] - ETA: 3:03 - loss: 0.0789 - dice_coefficient: 0.9390 Epoch 20: loss did not improve from 0.03556 81/400 [=====>........................] - ETA: 3:03 - loss: 0.0782 - dice_coefficient: 0.9395 Epoch 20: loss did not improve from 0.03556 82/400 [=====>........................] - ETA: 3:02 - loss: 0.0788 - dice_coefficient: 0.9396 Epoch 20: loss did not improve from 0.03556 83/400 [=====>........................] - ETA: 3:02 - loss: 0.0781 - dice_coefficient: 0.9402 Epoch 20: loss did not improve from 0.03556 84/400 [=====>........................] - ETA: 3:01 - loss: 0.0775 - dice_coefficient: 0.9407 Epoch 20: loss did not improve from 0.03556 85/400 [=====>........................] - ETA: 3:00 - loss: 0.0771 - dice_coefficient: 0.9411 Epoch 20: loss did not improve from 0.03556 86/400 [=====>........................] - ETA: 3:00 - loss: 0.0791 - dice_coefficient: 0.9393 Epoch 20: loss did not improve from 0.03556 87/400 [=====>........................] - ETA: 2:59 - loss: 0.0789 - dice_coefficient: 0.9394 Epoch 20: loss did not improve from 0.03556 88/400 [=====>........................] - ETA: 2:59 - loss: 0.0783 - dice_coefficient: 0.9399 Epoch 20: loss did not improve from 0.03556 89/400 [=====>........................] - ETA: 2:58 - loss: 0.0781 - dice_coefficient: 0.9400 Epoch 20: loss did not improve from 0.03556 90/400 [=====>........................] - ETA: 2:58 - loss: 0.0778 - dice_coefficient: 0.9402 Epoch 20: loss did not improve from 0.03556 91/400 [=====>........................] - ETA: 2:57 - loss: 0.0773 - dice_coefficient: 0.9407 Epoch 20: loss did not improve from 0.03556 92/400 [=====>........................] - ETA: 2:56 - loss: 0.0769 - dice_coefficient: 0.9410 Epoch 20: loss did not improve from 0.03556 93/400 [=====>........................] - ETA: 2:56 - loss: 0.0769 - dice_coefficient: 0.9408 Epoch 20: loss did not improve from 0.03556 94/400 [======>.......................] - ETA: 2:55 - loss: 0.0764 - dice_coefficient: 0.9413 Epoch 20: loss did not improve from 0.03556 95/400 [======>.......................] - ETA: 2:55 - loss: 0.0760 - dice_coefficient: 0.9416 Epoch 20: loss did not improve from 0.03556 96/400 [======>.......................] - ETA: 2:54 - loss: 0.0759 - dice_coefficient: 0.9417 Epoch 20: loss did not improve from 0.03556 97/400 [======>.......................] - ETA: 2:54 - loss: 0.0764 - dice_coefficient: 0.9411 Epoch 20: loss did not improve from 0.03556 98/400 [======>.......................] - ETA: 2:53 - loss: 0.0761 - dice_coefficient: 0.9414 Epoch 20: loss did not improve from 0.03556 99/400 [======>.......................] - ETA: 2:52 - loss: 0.0766 - dice_coefficient: 0.9411 Epoch 20: loss did not improve from 0.03556 100/400 [======>.......................] - ETA: 2:52 - loss: 0.0766 - dice_coefficient: 0.9410 Epoch 20: loss did not improve from 0.03556 101/400 [======>.......................] - ETA: 2:51 - loss: 0.0762 - dice_coefficient: 0.9413 Epoch 20: loss did not improve from 0.03556 102/400 [======>.......................] - ETA: 2:51 - loss: 0.0766 - dice_coefficient: 0.9410 Epoch 20: loss did not improve from 0.03556 103/400 [======>.......................] - ETA: 2:50 - loss: 0.0764 - dice_coefficient: 0.9412 Epoch 20: loss did not improve from 0.03556 104/400 [======>.......................] - ETA: 2:50 - loss: 0.0761 - dice_coefficient: 0.9415 Epoch 20: loss did not improve from 0.03556 105/400 [======>.......................] - ETA: 2:49 - loss: 0.0757 - dice_coefficient: 0.9419 Epoch 20: loss did not improve from 0.03556 106/400 [======>.......................] - ETA: 2:48 - loss: 0.0753 - dice_coefficient: 0.9422 Epoch 20: loss did not improve from 0.03556 107/400 [=======>......................] - ETA: 2:48 - loss: 0.0751 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 108/400 [=======>......................] - ETA: 2:47 - loss: 0.0749 - dice_coefficient: 0.9426 Epoch 20: loss did not improve from 0.03556 109/400 [=======>......................] - ETA: 2:47 - loss: 0.0745 - dice_coefficient: 0.9429 Epoch 20: loss did not improve from 0.03556 110/400 [=======>......................] - ETA: 2:46 - loss: 0.0759 - dice_coefficient: 0.9417 Epoch 20: loss did not improve from 0.03556 111/400 [=======>......................] - ETA: 2:45 - loss: 0.0756 - dice_coefficient: 0.9420 Epoch 20: loss did not improve from 0.03556 112/400 [=======>......................] - ETA: 2:45 - loss: 0.0756 - dice_coefficient: 0.9420 Epoch 20: loss did not improve from 0.03556 113/400 [=======>......................] - ETA: 2:44 - loss: 0.0755 - dice_coefficient: 0.9422 Epoch 20: loss did not improve from 0.03556 114/400 [=======>......................] - ETA: 2:44 - loss: 0.0750 - dice_coefficient: 0.9427 Epoch 20: loss did not improve from 0.03556 115/400 [=======>......................] - ETA: 2:43 - loss: 0.0748 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 116/400 [=======>......................] - ETA: 2:43 - loss: 0.0747 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 117/400 [=======>......................] - ETA: 2:42 - loss: 0.0746 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 118/400 [=======>......................] - ETA: 2:41 - loss: 0.0753 - dice_coefficient: 0.9423 Epoch 20: loss did not improve from 0.03556 119/400 [=======>......................] - ETA: 2:41 - loss: 0.0747 - dice_coefficient: 0.9427 Epoch 20: loss did not improve from 0.03556 120/400 [========>.....................] - ETA: 2:40 - loss: 0.0748 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 121/400 [========>.....................] - ETA: 2:40 - loss: 0.0756 - dice_coefficient: 0.9421 Epoch 20: loss did not improve from 0.03556 122/400 [========>.....................] - ETA: 2:39 - loss: 0.0752 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 123/400 [========>.....................] - ETA: 2:38 - loss: 0.0748 - dice_coefficient: 0.9427 Epoch 20: loss did not improve from 0.03556 124/400 [========>.....................] - ETA: 2:38 - loss: 0.0749 - dice_coefficient: 0.9426 Epoch 20: loss did not improve from 0.03556 125/400 [========>.....................] - ETA: 2:37 - loss: 0.0747 - dice_coefficient: 0.9426 Epoch 20: loss did not improve from 0.03556 126/400 [========>.....................] - ETA: 2:37 - loss: 0.0751 - dice_coefficient: 0.9422 Epoch 20: loss did not improve from 0.03556 127/400 [========>.....................] - ETA: 2:36 - loss: 0.0748 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 128/400 [========>.....................] - ETA: 2:36 - loss: 0.0752 - dice_coefficient: 0.9421 Epoch 20: loss did not improve from 0.03556 129/400 [========>.....................] - ETA: 2:35 - loss: 0.0757 - dice_coefficient: 0.9416 Epoch 20: loss did not improve from 0.03556 130/400 [========>.....................] - ETA: 2:34 - loss: 0.0754 - dice_coefficient: 0.9418 Epoch 20: loss did not improve from 0.03556 131/400 [========>.....................] - ETA: 2:34 - loss: 0.0751 - dice_coefficient: 0.9420 Epoch 20: loss did not improve from 0.03556 132/400 [========>.....................] - ETA: 2:33 - loss: 0.0751 - dice_coefficient: 0.9421 Epoch 20: loss did not improve from 0.03556 133/400 [========>.....................] - ETA: 2:33 - loss: 0.0748 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 134/400 [=========>....................] - ETA: 2:32 - loss: 0.0746 - dice_coefficient: 0.9427 Epoch 20: loss did not improve from 0.03556 135/400 [=========>....................] - ETA: 2:32 - loss: 0.0744 - dice_coefficient: 0.9429 Epoch 20: loss did not improve from 0.03556 136/400 [=========>....................] - ETA: 2:31 - loss: 0.0747 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 137/400 [=========>....................] - ETA: 2:31 - loss: 0.0744 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 138/400 [=========>....................] - ETA: 2:30 - loss: 0.0741 - dice_coefficient: 0.9433 Epoch 20: loss did not improve from 0.03556 139/400 [=========>....................] - ETA: 2:29 - loss: 0.0738 - dice_coefficient: 0.9435 Epoch 20: loss did not improve from 0.03556 140/400 [=========>....................] - ETA: 2:29 - loss: 0.0735 - dice_coefficient: 0.9437 Epoch 20: loss did not improve from 0.03556 141/400 [=========>....................] - ETA: 2:28 - loss: 0.0734 - dice_coefficient: 0.9438 Epoch 20: loss did not improve from 0.03556 142/400 [=========>....................] - ETA: 2:28 - loss: 0.0729 - dice_coefficient: 0.9441 Epoch 20: loss did not improve from 0.03556 143/400 [=========>....................] - ETA: 2:27 - loss: 0.0728 - dice_coefficient: 0.9443 Epoch 20: loss did not improve from 0.03556 144/400 [=========>....................] - ETA: 2:27 - loss: 0.0726 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 145/400 [=========>....................] - ETA: 2:26 - loss: 0.0723 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 146/400 [=========>....................] - ETA: 2:25 - loss: 0.0720 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 147/400 [==========>...................] - ETA: 2:25 - loss: 0.0721 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 148/400 [==========>...................] - ETA: 2:24 - loss: 0.0718 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 149/400 [==========>...................] - ETA: 2:24 - loss: 0.0722 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 150/400 [==========>...................] - ETA: 2:23 - loss: 0.0720 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 151/400 [==========>...................] - ETA: 2:23 - loss: 0.0718 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 152/400 [==========>...................] - ETA: 2:22 - loss: 0.0717 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 153/400 [==========>...................] - ETA: 2:21 - loss: 0.0724 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 154/400 [==========>...................] - ETA: 2:21 - loss: 0.0721 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 155/400 [==========>...................] - ETA: 2:20 - loss: 0.0720 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 156/400 [==========>...................] - ETA: 2:20 - loss: 0.0718 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 157/400 [==========>...................] - ETA: 2:19 - loss: 0.0720 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 158/400 [==========>...................] - ETA: 2:19 - loss: 0.0725 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 159/400 [==========>...................] - ETA: 2:18 - loss: 0.0723 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 160/400 [===========>..................] - ETA: 2:17 - loss: 0.0725 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 161/400 [===========>..................] - ETA: 2:17 - loss: 0.0770 - dice_coefficient: 0.9416 Epoch 20: loss did not improve from 0.03556 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0767 - dice_coefficient: 0.9418 Epoch 20: loss did not improve from 0.03556 163/400 [===========>..................] - ETA: 2:16 - loss: 0.0765 - dice_coefficient: 0.9420 Epoch 20: loss did not improve from 0.03556 164/400 [===========>..................] - ETA: 2:15 - loss: 0.0762 - dice_coefficient: 0.9422 Epoch 20: loss did not improve from 0.03556 165/400 [===========>..................] - ETA: 2:14 - loss: 0.0761 - dice_coefficient: 0.9423 Epoch 20: loss did not improve from 0.03556 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0758 - dice_coefficient: 0.9426 Epoch 20: loss did not improve from 0.03556 167/400 [===========>..................] - ETA: 2:13 - loss: 0.0755 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 168/400 [===========>..................] - ETA: 2:13 - loss: 0.0753 - dice_coefficient: 0.9429 Epoch 20: loss did not improve from 0.03556 169/400 [===========>..................] - ETA: 2:12 - loss: 0.0752 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 170/400 [===========>..................] - ETA: 2:12 - loss: 0.0749 - dice_coefficient: 0.9432 Epoch 20: loss did not improve from 0.03556 171/400 [===========>..................] - ETA: 2:11 - loss: 0.0747 - dice_coefficient: 0.9434 Epoch 20: loss did not improve from 0.03556 172/400 [===========>..................] - ETA: 2:10 - loss: 0.0754 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 173/400 [===========>..................] - ETA: 2:10 - loss: 0.0758 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 174/400 [============>.................] - ETA: 2:09 - loss: 0.0755 - dice_coefficient: 0.9426 Epoch 20: loss did not improve from 0.03556 175/400 [============>.................] - ETA: 2:09 - loss: 0.0753 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 176/400 [============>.................] - ETA: 2:08 - loss: 0.0751 - dice_coefficient: 0.9429 Epoch 20: loss did not improve from 0.03556 177/400 [============>.................] - ETA: 2:08 - loss: 0.0750 - dice_coefficient: 0.9431 Epoch 20: loss did not improve from 0.03556 178/400 [============>.................] - ETA: 2:07 - loss: 0.0751 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 179/400 [============>.................] - ETA: 2:06 - loss: 0.0748 - dice_coefficient: 0.9432 Epoch 20: loss did not improve from 0.03556 180/400 [============>.................] - ETA: 2:06 - loss: 0.0746 - dice_coefficient: 0.9434 Epoch 20: loss did not improve from 0.03556 181/400 [============>.................] - ETA: 2:05 - loss: 0.0744 - dice_coefficient: 0.9435 Epoch 20: loss did not improve from 0.03556 182/400 [============>.................] - ETA: 2:05 - loss: 0.0742 - dice_coefficient: 0.9437 Epoch 20: loss did not improve from 0.03556 183/400 [============>.................] - ETA: 2:04 - loss: 0.0739 - dice_coefficient: 0.9439 Epoch 20: loss did not improve from 0.03556 184/400 [============>.................] - ETA: 2:04 - loss: 0.0739 - dice_coefficient: 0.9439 Epoch 20: loss did not improve from 0.03556 185/400 [============>.................] - ETA: 2:03 - loss: 0.0736 - dice_coefficient: 0.9442 Epoch 20: loss did not improve from 0.03556 186/400 [============>.................] - ETA: 2:02 - loss: 0.0735 - dice_coefficient: 0.9442 Epoch 20: loss did not improve from 0.03556 187/400 [=============>................] - ETA: 2:02 - loss: 0.0733 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 188/400 [=============>................] - ETA: 2:01 - loss: 0.0731 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 189/400 [=============>................] - ETA: 2:01 - loss: 0.0729 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 190/400 [=============>................] - ETA: 2:00 - loss: 0.0729 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 191/400 [=============>................] - ETA: 1:59 - loss: 0.0727 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 192/400 [=============>................] - ETA: 1:59 - loss: 0.0725 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 193/400 [=============>................] - ETA: 1:58 - loss: 0.0723 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 194/400 [=============>................] - ETA: 1:58 - loss: 0.0725 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 195/400 [=============>................] - ETA: 1:57 - loss: 0.0724 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 196/400 [=============>................] - ETA: 1:57 - loss: 0.0723 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 197/400 [=============>................] - ETA: 1:56 - loss: 0.0733 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 198/400 [=============>................] - ETA: 1:55 - loss: 0.0731 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 199/400 [=============>................] - ETA: 1:55 - loss: 0.0731 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 200/400 [==============>...............] - ETA: 1:54 - loss: 0.0730 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 201/400 [==============>...............] - ETA: 1:54 - loss: 0.0729 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 202/400 [==============>...............] - ETA: 1:53 - loss: 0.0732 - dice_coefficient: 0.9443 Epoch 20: loss did not improve from 0.03556 203/400 [==============>...............] - ETA: 1:53 - loss: 0.0732 - dice_coefficient: 0.9443 Epoch 20: loss did not improve from 0.03556 204/400 [==============>...............] - ETA: 1:52 - loss: 0.0732 - dice_coefficient: 0.9443 Epoch 20: loss did not improve from 0.03556 205/400 [==============>...............] - ETA: 1:51 - loss: 0.0729 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 206/400 [==============>...............] - ETA: 1:51 - loss: 0.0729 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 207/400 [==============>...............] - ETA: 1:50 - loss: 0.0726 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 208/400 [==============>...............] - ETA: 1:50 - loss: 0.0725 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 209/400 [==============>...............] - ETA: 1:49 - loss: 0.0724 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 210/400 [==============>...............] - ETA: 1:49 - loss: 0.0722 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 211/400 [==============>...............] - ETA: 1:48 - loss: 0.0725 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 212/400 [==============>...............] - ETA: 1:47 - loss: 0.0723 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 213/400 [==============>...............] - ETA: 1:47 - loss: 0.0723 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 214/400 [===============>..............] - ETA: 1:46 - loss: 0.0720 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 215/400 [===============>..............] - ETA: 1:46 - loss: 0.0720 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 216/400 [===============>..............] - ETA: 1:45 - loss: 0.0718 - dice_coefficient: 0.9454 Epoch 20: loss did not improve from 0.03556 217/400 [===============>..............] - ETA: 1:44 - loss: 0.0716 - dice_coefficient: 0.9456 Epoch 20: loss did not improve from 0.03556 218/400 [===============>..............] - ETA: 1:44 - loss: 0.0715 - dice_coefficient: 0.9456 Epoch 20: loss did not improve from 0.03556 219/400 [===============>..............] - ETA: 1:43 - loss: 0.0716 - dice_coefficient: 0.9456 Epoch 20: loss did not improve from 0.03556 220/400 [===============>..............] - ETA: 1:43 - loss: 0.0715 - dice_coefficient: 0.9456 Epoch 20: loss did not improve from 0.03556 221/400 [===============>..............] - ETA: 1:42 - loss: 0.0717 - dice_coefficient: 0.9456 Epoch 20: loss did not improve from 0.03556 222/400 [===============>..............] - ETA: 1:42 - loss: 0.0716 - dice_coefficient: 0.9456 Epoch 20: loss did not improve from 0.03556 223/400 [===============>..............] - ETA: 1:41 - loss: 0.0715 - dice_coefficient: 0.9457 Epoch 20: loss did not improve from 0.03556 224/400 [===============>..............] - ETA: 1:40 - loss: 0.0714 - dice_coefficient: 0.9459 Epoch 20: loss did not improve from 0.03556 225/400 [===============>..............] - ETA: 1:40 - loss: 0.0713 - dice_coefficient: 0.9460 Epoch 20: loss did not improve from 0.03556 226/400 [===============>..............] - ETA: 1:39 - loss: 0.0712 - dice_coefficient: 0.9460 Epoch 20: loss did not improve from 0.03556 227/400 [================>.............] - ETA: 1:39 - loss: 0.0712 - dice_coefficient: 0.9459 Epoch 20: loss did not improve from 0.03556 228/400 [================>.............] - ETA: 1:38 - loss: 0.0713 - dice_coefficient: 0.9460 Epoch 20: loss did not improve from 0.03556 229/400 [================>.............] - ETA: 1:38 - loss: 0.0712 - dice_coefficient: 0.9461 Epoch 20: loss did not improve from 0.03556 230/400 [================>.............] - ETA: 1:37 - loss: 0.0711 - dice_coefficient: 0.9462 Epoch 20: loss did not improve from 0.03556 231/400 [================>.............] - ETA: 1:36 - loss: 0.0709 - dice_coefficient: 0.9464 Epoch 20: loss did not improve from 0.03556 232/400 [================>.............] - ETA: 1:36 - loss: 0.0708 - dice_coefficient: 0.9465 Epoch 20: loss did not improve from 0.03556 233/400 [================>.............] - ETA: 1:35 - loss: 0.0709 - dice_coefficient: 0.9464 Epoch 20: loss did not improve from 0.03556 234/400 [================>.............] - ETA: 1:35 - loss: 0.0706 - dice_coefficient: 0.9466 Epoch 20: loss did not improve from 0.03556 235/400 [================>.............] - ETA: 1:34 - loss: 0.0706 - dice_coefficient: 0.9466 Epoch 20: loss did not improve from 0.03556 236/400 [================>.............] - ETA: 1:34 - loss: 0.0705 - dice_coefficient: 0.9467 Epoch 20: loss did not improve from 0.03556 237/400 [================>.............] - ETA: 1:33 - loss: 0.0704 - dice_coefficient: 0.9468 Epoch 20: loss did not improve from 0.03556 238/400 [================>.............] - ETA: 1:32 - loss: 0.0704 - dice_coefficient: 0.9467 Epoch 20: loss did not improve from 0.03556 239/400 [================>.............] - ETA: 1:32 - loss: 0.0703 - dice_coefficient: 0.9468 Epoch 20: loss did not improve from 0.03556 240/400 [=================>............] - ETA: 1:31 - loss: 0.0702 - dice_coefficient: 0.9469 Epoch 20: loss did not improve from 0.03556 241/400 [=================>............] - ETA: 1:31 - loss: 0.0707 - dice_coefficient: 0.9465 Epoch 20: loss did not improve from 0.03556 242/400 [=================>............] - ETA: 1:30 - loss: 0.0707 - dice_coefficient: 0.9464 Epoch 20: loss did not improve from 0.03556 243/400 [=================>............] - ETA: 1:30 - loss: 0.1370 - dice_coefficient: 0.9425 Epoch 20: loss did not improve from 0.03556 244/400 [=================>............] - ETA: 1:29 - loss: 0.1365 - dice_coefficient: 0.9427 Epoch 20: loss did not improve from 0.03556 245/400 [=================>............] - ETA: 1:28 - loss: 0.1362 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 246/400 [=================>............] - ETA: 1:28 - loss: 0.1358 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 247/400 [=================>............] - ETA: 1:27 - loss: 0.1353 - dice_coefficient: 0.9431 Epoch 20: loss did not improve from 0.03556 248/400 [=================>............] - ETA: 1:27 - loss: 0.1359 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 249/400 [=================>............] - ETA: 1:26 - loss: 0.1358 - dice_coefficient: 0.9423 Epoch 20: loss did not improve from 0.03556 250/400 [=================>............] - ETA: 1:26 - loss: 0.1355 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 251/400 [=================>............] - ETA: 1:25 - loss: 0.1351 - dice_coefficient: 0.9424 Epoch 20: loss did not improve from 0.03556 252/400 [=================>............] - ETA: 1:24 - loss: 0.1346 - dice_coefficient: 0.9426 Epoch 20: loss did not improve from 0.03556 253/400 [=================>............] - ETA: 1:24 - loss: 0.1343 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 254/400 [==================>...........] - ETA: 1:23 - loss: 0.1339 - dice_coefficient: 0.9429 Epoch 20: loss did not improve from 0.03556 255/400 [==================>...........] - ETA: 1:23 - loss: 0.1339 - dice_coefficient: 0.9426 Epoch 20: loss did not improve from 0.03556 256/400 [==================>...........] - ETA: 1:22 - loss: 0.1336 - dice_coefficient: 0.9427 Epoch 20: loss did not improve from 0.03556 257/400 [==================>...........] - ETA: 1:21 - loss: 0.1333 - dice_coefficient: 0.9428 Epoch 20: loss did not improve from 0.03556 258/400 [==================>...........] - ETA: 1:21 - loss: 0.1329 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 259/400 [==================>...........] - ETA: 1:20 - loss: 0.1327 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 260/400 [==================>...........] - ETA: 1:20 - loss: 0.1327 - dice_coefficient: 0.9429 Epoch 20: loss did not improve from 0.03556 261/400 [==================>...........] - ETA: 1:19 - loss: 0.1323 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1320 - dice_coefficient: 0.9431 Epoch 20: loss did not improve from 0.03556 263/400 [==================>...........] - ETA: 1:18 - loss: 0.1318 - dice_coefficient: 0.9431 Epoch 20: loss did not improve from 0.03556 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1317 - dice_coefficient: 0.9430 Epoch 20: loss did not improve from 0.03556 265/400 [==================>...........] - ETA: 1:17 - loss: 0.1313 - dice_coefficient: 0.9431 Epoch 20: loss did not improve from 0.03556 266/400 [==================>...........] - ETA: 1:16 - loss: 0.1309 - dice_coefficient: 0.9433 Epoch 20: loss did not improve from 0.03556 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1307 - dice_coefficient: 0.9433 Epoch 20: loss did not improve from 0.03556 268/400 [===================>..........] - ETA: 1:15 - loss: 0.1305 - dice_coefficient: 0.9433 Epoch 20: loss did not improve from 0.03556 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1302 - dice_coefficient: 0.9433 Epoch 20: loss did not improve from 0.03556 270/400 [===================>..........] - ETA: 1:14 - loss: 0.1299 - dice_coefficient: 0.9434 Epoch 20: loss did not improve from 0.03556 271/400 [===================>..........] - ETA: 1:14 - loss: 0.1297 - dice_coefficient: 0.9434 Epoch 20: loss did not improve from 0.03556 272/400 [===================>..........] - ETA: 1:13 - loss: 0.1294 - dice_coefficient: 0.9435 Epoch 20: loss did not improve from 0.03556 273/400 [===================>..........] - ETA: 1:12 - loss: 0.1290 - dice_coefficient: 0.9436 Epoch 20: loss did not improve from 0.03556 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1288 - dice_coefficient: 0.9436 Epoch 20: loss did not improve from 0.03556 275/400 [===================>..........] - ETA: 1:11 - loss: 0.1285 - dice_coefficient: 0.9437 Epoch 20: loss did not improve from 0.03556 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1282 - dice_coefficient: 0.9438 Epoch 20: loss did not improve from 0.03556 277/400 [===================>..........] - ETA: 1:10 - loss: 0.1278 - dice_coefficient: 0.9440 Epoch 20: loss did not improve from 0.03556 278/400 [===================>..........] - ETA: 1:10 - loss: 0.1275 - dice_coefficient: 0.9440 Epoch 20: loss did not improve from 0.03556 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1272 - dice_coefficient: 0.9441 Epoch 20: loss did not improve from 0.03556 280/400 [====================>.........] - ETA: 1:08 - loss: 0.1269 - dice_coefficient: 0.9442 Epoch 20: loss did not improve from 0.03556 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1267 - dice_coefficient: 0.9442 Epoch 20: loss did not improve from 0.03556 282/400 [====================>.........] - ETA: 1:07 - loss: 0.1264 - dice_coefficient: 0.9442 Epoch 20: loss did not improve from 0.03556 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1260 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 284/400 [====================>.........] - ETA: 1:06 - loss: 0.1257 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1257 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1253 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 287/400 [====================>.........] - ETA: 1:04 - loss: 0.1250 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1261 - dice_coefficient: 0.9436 Epoch 20: loss did not improve from 0.03556 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1258 - dice_coefficient: 0.9437 Epoch 20: loss did not improve from 0.03556 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1256 - dice_coefficient: 0.9438 Epoch 20: loss did not improve from 0.03556 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1253 - dice_coefficient: 0.9439 Epoch 20: loss did not improve from 0.03556 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1251 - dice_coefficient: 0.9440 Epoch 20: loss did not improve from 0.03556 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1248 - dice_coefficient: 0.9440 Epoch 20: loss did not improve from 0.03556 294/400 [=====================>........] - ETA: 1:00 - loss: 0.1245 - dice_coefficient: 0.9441 Epoch 20: loss did not improve from 0.03556 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1243 - dice_coefficient: 0.9441 Epoch 20: loss did not improve from 0.03556 296/400 [=====================>........] - ETA: 59s - loss: 0.1240 - dice_coefficient: 0.9443 Epoch 20: loss did not improve from 0.03556 297/400 [=====================>........] - ETA: 59s - loss: 0.1238 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 298/400 [=====================>........] - ETA: 58s - loss: 0.1235 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 299/400 [=====================>........] - ETA: 58s - loss: 0.1233 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 300/400 [=====================>........] - ETA: 57s - loss: 0.1230 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 301/400 [=====================>........] - ETA: 56s - loss: 0.1228 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 302/400 [=====================>........] - ETA: 56s - loss: 0.1226 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 303/400 [=====================>........] - ETA: 55s - loss: 0.1223 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 304/400 [=====================>........] - ETA: 55s - loss: 0.1220 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 305/400 [=====================>........] - ETA: 54s - loss: 0.1218 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 306/400 [=====================>........] - ETA: 54s - loss: 0.1216 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 307/400 [======================>.......] - ETA: 53s - loss: 0.1212 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 308/400 [======================>.......] - ETA: 52s - loss: 0.1210 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 309/400 [======================>.......] - ETA: 52s - loss: 0.1207 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 310/400 [======================>.......] - ETA: 51s - loss: 0.1208 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 311/400 [======================>.......] - ETA: 51s - loss: 0.1205 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 312/400 [======================>.......] - ETA: 50s - loss: 0.1205 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 313/400 [======================>.......] - ETA: 50s - loss: 0.1203 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 314/400 [======================>.......] - ETA: 49s - loss: 0.1201 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 315/400 [======================>.......] - ETA: 48s - loss: 0.1198 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 316/400 [======================>.......] - ETA: 48s - loss: 0.1195 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 317/400 [======================>.......] - ETA: 47s - loss: 0.1194 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 318/400 [======================>.......] - ETA: 47s - loss: 0.1195 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 319/400 [======================>.......] - ETA: 46s - loss: 0.1192 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 320/400 [=======================>......] - ETA: 46s - loss: 0.1189 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 321/400 [=======================>......] - ETA: 45s - loss: 0.1187 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 322/400 [=======================>......] - ETA: 44s - loss: 0.1183 - dice_coefficient: 0.9454 Epoch 20: loss did not improve from 0.03556 323/400 [=======================>......] - ETA: 44s - loss: 0.1181 - dice_coefficient: 0.9455 Epoch 20: loss did not improve from 0.03556 324/400 [=======================>......] - ETA: 43s - loss: 0.1185 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 325/400 [=======================>......] - ETA: 43s - loss: 0.1182 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 326/400 [=======================>......] - ETA: 42s - loss: 0.1179 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 327/400 [=======================>......] - ETA: 41s - loss: 0.1184 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 328/400 [=======================>......] - ETA: 41s - loss: 0.1181 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 329/400 [=======================>......] - ETA: 40s - loss: 0.1179 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 330/400 [=======================>......] - ETA: 40s - loss: 0.1177 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 331/400 [=======================>......] - ETA: 39s - loss: 0.1174 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 332/400 [=======================>......] - ETA: 39s - loss: 0.1171 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 333/400 [=======================>......] - ETA: 38s - loss: 0.1169 - dice_coefficient: 0.9454 Epoch 20: loss did not improve from 0.03556 334/400 [========================>.....] - ETA: 37s - loss: 0.1167 - dice_coefficient: 0.9454 Epoch 20: loss did not improve from 0.03556 335/400 [========================>.....] - ETA: 37s - loss: 0.1165 - dice_coefficient: 0.9454 Epoch 20: loss did not improve from 0.03556 336/400 [========================>.....] - ETA: 36s - loss: 0.1167 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 337/400 [========================>.....] - ETA: 36s - loss: 0.1166 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 338/400 [========================>.....] - ETA: 35s - loss: 0.1167 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 339/400 [========================>.....] - ETA: 35s - loss: 0.1164 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 340/400 [========================>.....] - ETA: 34s - loss: 0.1163 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 341/400 [========================>.....] - ETA: 33s - loss: 0.1162 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 342/400 [========================>.....] - ETA: 33s - loss: 0.1169 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 343/400 [========================>.....] - ETA: 32s - loss: 0.1166 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 344/400 [========================>.....] - ETA: 32s - loss: 0.1165 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 345/400 [========================>.....] - ETA: 31s - loss: 0.1162 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 346/400 [========================>.....] - ETA: 31s - loss: 0.1160 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 347/400 [=========================>....] - ETA: 30s - loss: 0.1157 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 348/400 [=========================>....] - ETA: 29s - loss: 0.1154 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 349/400 [=========================>....] - ETA: 29s - loss: 0.1152 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 350/400 [=========================>....] - ETA: 28s - loss: 0.1152 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 351/400 [=========================>....] - ETA: 28s - loss: 0.1149 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 352/400 [=========================>....] - ETA: 27s - loss: 0.1148 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 353/400 [=========================>....] - ETA: 27s - loss: 0.1146 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 354/400 [=========================>....] - ETA: 26s - loss: 0.1143 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 355/400 [=========================>....] - ETA: 25s - loss: 0.1147 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 356/400 [=========================>....] - ETA: 25s - loss: 0.1145 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 357/400 [=========================>....] - ETA: 24s - loss: 0.1142 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 358/400 [=========================>....] - ETA: 24s - loss: 0.1141 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 359/400 [=========================>....] - ETA: 23s - loss: 0.1140 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 360/400 [==========================>...] - ETA: 23s - loss: 0.1138 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 361/400 [==========================>...] - ETA: 22s - loss: 0.1136 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 362/400 [==========================>...] - ETA: 21s - loss: 0.1134 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 363/400 [==========================>...] - ETA: 21s - loss: 0.1132 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 364/400 [==========================>...] - ETA: 20s - loss: 0.1131 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 365/400 [==========================>...] - ETA: 20s - loss: 0.1129 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 366/400 [==========================>...] - ETA: 19s - loss: 0.1127 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 367/400 [==========================>...] - ETA: 18s - loss: 0.1125 - dice_coefficient: 0.9453 Epoch 20: loss did not improve from 0.03556 368/400 [==========================>...] - ETA: 18s - loss: 0.1122 - dice_coefficient: 0.9454 Epoch 20: loss did not improve from 0.03556 369/400 [==========================>...] - ETA: 17s - loss: 0.1120 - dice_coefficient: 0.9455 Epoch 20: loss did not improve from 0.03556 370/400 [==========================>...] - ETA: 17s - loss: 0.1118 - dice_coefficient: 0.9456 Epoch 20: loss did not improve from 0.03556 371/400 [==========================>...] - ETA: 16s - loss: 0.1116 - dice_coefficient: 0.9457 Epoch 20: loss did not improve from 0.03556 372/400 [==========================>...] - ETA: 16s - loss: 0.1121 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 373/400 [==========================>...] - ETA: 15s - loss: 0.1121 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 374/400 [===========================>..] - ETA: 14s - loss: 0.1127 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 375/400 [===========================>..] - ETA: 14s - loss: 0.1126 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 376/400 [===========================>..] - ETA: 13s - loss: 0.1124 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 377/400 [===========================>..] - ETA: 13s - loss: 0.1122 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 378/400 [===========================>..] - ETA: 12s - loss: 0.1124 - dice_coefficient: 0.9444 Epoch 20: loss did not improve from 0.03556 379/400 [===========================>..] - ETA: 12s - loss: 0.1122 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 380/400 [===========================>..] - ETA: 11s - loss: 0.1120 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 381/400 [===========================>..] - ETA: 10s - loss: 0.1118 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 382/400 [===========================>..] - ETA: 10s - loss: 0.1116 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 383/400 [===========================>..] - ETA: 9s - loss: 0.1114 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 384/400 [===========================>..] - ETA: 9s - loss: 0.1112 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 385/400 [===========================>..] - ETA: 8s - loss: 0.1111 - dice_coefficient: 0.9449 Epoch 20: loss did not improve from 0.03556 386/400 [===========================>..] - ETA: 8s - loss: 0.1109 - dice_coefficient: 0.9450 Epoch 20: loss did not improve from 0.03556 387/400 [============================>.] - ETA: 7s - loss: 0.1107 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 388/400 [============================>.] - ETA: 6s - loss: 0.1105 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 389/400 [============================>.] - ETA: 6s - loss: 0.1105 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 390/400 [============================>.] - ETA: 5s - loss: 0.1103 - dice_coefficient: 0.9452 Epoch 20: loss did not improve from 0.03556 391/400 [============================>.] - ETA: 5s - loss: 0.1103 - dice_coefficient: 0.9451 Epoch 20: loss did not improve from 0.03556 392/400 [============================>.] - ETA: 4s - loss: 0.1109 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 393/400 [============================>.] - ETA: 4s - loss: 0.1108 - dice_coefficient: 0.9445 Epoch 20: loss did not improve from 0.03556 394/400 [============================>.] - ETA: 3s - loss: 0.1106 - dice_coefficient: 0.9446 Epoch 20: loss did not improve from 0.03556 395/400 [============================>.] - ETA: 2s - loss: 0.1104 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 396/400 [============================>.] - ETA: 2s - loss: 0.1103 - dice_coefficient: 0.9447 Epoch 20: loss did not improve from 0.03556 397/400 [============================>.] - ETA: 1s - loss: 0.1101 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 398/400 [============================>.] - ETA: 1s - loss: 0.1100 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 399/400 [============================>.] - ETA: 0s - loss: 0.1098 - dice_coefficient: 0.9448 Epoch 20: loss did not improve from 0.03556 400/400 [==============================] - ETA: 0s - loss: 0.1096 - dice_coefficient: 0.9449 Epoch 20: ReduceLROnPlateau reducing learning rate to 3.999999898951501e-06. 400/400 [==============================] - 231s 577ms/step - loss: 0.1096 - dice_coefficient: 0.9449 - val_loss: 0.7061 - val_dice_coefficient: 0.6648 - lr: 2.0000e-05 Epoch 21/30 Epoch 21: loss did not improve from 0.03556 1/400 [..............................] - ETA: 3:38 - loss: 0.0709 - dice_coefficient: 0.9449 Epoch 21: loss did not improve from 0.03556 2/400 [..............................] - ETA: 3:45 - loss: 0.1101 - dice_coefficient: 0.9286 Epoch 21: loss did not improve from 0.03556 3/400 [..............................] - ETA: 3:44 - loss: 0.0865 - dice_coefficient: 0.9458 Epoch 21: loss did not improve from 0.03556 4/400 [..............................] - ETA: 3:46 - loss: 0.0737 - dice_coefficient: 0.9523 Epoch 21: loss did not improve from 0.03556 5/400 [..............................] - ETA: 3:45 - loss: 0.0618 - dice_coefficient: 0.9595 Epoch 21: loss did not improve from 0.03556 6/400 [..............................] - ETA: 3:44 - loss: 0.0574 - dice_coefficient: 0.9618 Epoch 21: loss did not improve from 0.03556 7/400 [..............................] - ETA: 3:43 - loss: 0.0969 - dice_coefficient: 0.9278 Epoch 21: loss did not improve from 0.03556 8/400 [..............................] - ETA: 3:43 - loss: 0.1022 - dice_coefficient: 0.9221 Epoch 21: loss did not improve from 0.03556 9/400 [..............................] - ETA: 3:43 - loss: 0.0954 - dice_coefficient: 0.9269 Epoch 21: loss did not improve from 0.03556 10/400 [..............................] - ETA: 3:43 - loss: 0.0877 - dice_coefficient: 0.9330 Epoch 21: loss did not improve from 0.03556 11/400 [..............................] - ETA: 3:42 - loss: 0.0860 - dice_coefficient: 0.9350 Epoch 21: loss did not improve from 0.03556 12/400 [..............................] - ETA: 3:41 - loss: 0.0870 - dice_coefficient: 0.9333 Epoch 21: loss did not improve from 0.03556 13/400 [..............................] - ETA: 3:40 - loss: 0.0830 - dice_coefficient: 0.9367 Epoch 21: loss did not improve from 0.03556 14/400 [>.............................] - ETA: 3:40 - loss: 0.0863 - dice_coefficient: 0.9328 Epoch 21: loss did not improve from 0.03556 15/400 [>.............................] - ETA: 3:39 - loss: 0.0835 - dice_coefficient: 0.9353 Epoch 21: loss did not improve from 0.03556 16/400 [>.............................] - ETA: 3:39 - loss: 0.0790 - dice_coefficient: 0.9389 Epoch 21: loss did not improve from 0.03556 17/400 [>.............................] - ETA: 3:38 - loss: 0.0766 - dice_coefficient: 0.9410 Epoch 21: loss did not improve from 0.03556 18/400 [>.............................] - ETA: 3:37 - loss: 0.0771 - dice_coefficient: 0.9412 Epoch 21: loss did not improve from 0.03556 19/400 [>.............................] - ETA: 3:37 - loss: 0.0764 - dice_coefficient: 0.9412 Epoch 21: loss did not improve from 0.03556 20/400 [>.............................] - ETA: 3:36 - loss: 0.0736 - dice_coefficient: 0.9436 Epoch 21: loss did not improve from 0.03556 21/400 [>.............................] - ETA: 3:36 - loss: 0.0719 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 22/400 [>.............................] - ETA: 3:35 - loss: 0.0757 - dice_coefficient: 0.9416 Epoch 21: loss did not improve from 0.03556 23/400 [>.............................] - ETA: 3:35 - loss: 0.0748 - dice_coefficient: 0.9419 Epoch 21: loss did not improve from 0.03556 24/400 [>.............................] - ETA: 3:34 - loss: 0.0729 - dice_coefficient: 0.9434 Epoch 21: loss did not improve from 0.03556 25/400 [>.............................] - ETA: 3:33 - loss: 0.0720 - dice_coefficient: 0.9448 Epoch 21: loss did not improve from 0.03556 26/400 [>.............................] - ETA: 3:33 - loss: 0.0721 - dice_coefficient: 0.9448 Epoch 21: loss did not improve from 0.03556 27/400 [=>............................] - ETA: 3:33 - loss: 0.0706 - dice_coefficient: 0.9463 Epoch 21: loss did not improve from 0.03556 28/400 [=>............................] - ETA: 3:32 - loss: 0.0705 - dice_coefficient: 0.9468 Epoch 21: loss did not improve from 0.03556 29/400 [=>............................] - ETA: 3:32 - loss: 0.0719 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 30/400 [=>............................] - ETA: 3:31 - loss: 0.0713 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 31/400 [=>............................] - ETA: 3:30 - loss: 0.0701 - dice_coefficient: 0.9472 Epoch 21: loss did not improve from 0.03556 32/400 [=>............................] - ETA: 3:30 - loss: 0.0704 - dice_coefficient: 0.9467 Epoch 21: loss did not improve from 0.03556 33/400 [=>............................] - ETA: 3:29 - loss: 0.0686 - dice_coefficient: 0.9481 Epoch 21: loss did not improve from 0.03556 34/400 [=>............................] - ETA: 3:29 - loss: 0.0678 - dice_coefficient: 0.9490 Epoch 21: loss did not improve from 0.03556 35/400 [=>............................] - ETA: 3:28 - loss: 0.0710 - dice_coefficient: 0.9460 Epoch 21: loss did not improve from 0.03556 36/400 [=>............................] - ETA: 3:28 - loss: 0.0699 - dice_coefficient: 0.9470 Epoch 21: loss did not improve from 0.03556 37/400 [=>............................] - ETA: 3:27 - loss: 0.0715 - dice_coefficient: 0.9452 Epoch 21: loss did not improve from 0.03556 38/400 [=>............................] - ETA: 3:27 - loss: 0.0706 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 39/400 [=>............................] - ETA: 3:26 - loss: 0.0700 - dice_coefficient: 0.9463 Epoch 21: loss did not improve from 0.03556 40/400 [==>...........................] - ETA: 3:25 - loss: 0.0687 - dice_coefficient: 0.9474 Epoch 21: loss did not improve from 0.03556 41/400 [==>...........................] - ETA: 3:25 - loss: 0.0679 - dice_coefficient: 0.9482 Epoch 21: loss did not improve from 0.03556 42/400 [==>...........................] - ETA: 3:24 - loss: 0.0665 - dice_coefficient: 0.9493 Epoch 21: loss did not improve from 0.03556 43/400 [==>...........................] - ETA: 3:24 - loss: 0.0655 - dice_coefficient: 0.9501 Epoch 21: loss did not improve from 0.03556 44/400 [==>...........................] - ETA: 3:23 - loss: 0.0651 - dice_coefficient: 0.9505 Epoch 21: loss did not improve from 0.03556 45/400 [==>...........................] - ETA: 3:22 - loss: 0.0651 - dice_coefficient: 0.9503 Epoch 21: loss did not improve from 0.03556 46/400 [==>...........................] - ETA: 3:22 - loss: 0.0669 - dice_coefficient: 0.9484 Epoch 21: loss did not improve from 0.03556 47/400 [==>...........................] - ETA: 3:21 - loss: 0.0684 - dice_coefficient: 0.9483 Epoch 21: loss did not improve from 0.03556 48/400 [==>...........................] - ETA: 3:21 - loss: 0.0676 - dice_coefficient: 0.9489 Epoch 21: loss did not improve from 0.03556 49/400 [==>...........................] - ETA: 3:20 - loss: 0.0684 - dice_coefficient: 0.9480 Epoch 21: loss did not improve from 0.03556 50/400 [==>...........................] - ETA: 3:19 - loss: 0.0674 - dice_coefficient: 0.9488 Epoch 21: loss did not improve from 0.03556 51/400 [==>...........................] - ETA: 3:19 - loss: 0.0667 - dice_coefficient: 0.9495 Epoch 21: loss did not improve from 0.03556 52/400 [==>...........................] - ETA: 3:18 - loss: 0.0688 - dice_coefficient: 0.9475 Epoch 21: loss did not improve from 0.03556 53/400 [==>...........................] - ETA: 3:18 - loss: 0.0709 - dice_coefficient: 0.9455 Epoch 21: loss did not improve from 0.03556 54/400 [===>..........................] - ETA: 3:18 - loss: 0.0700 - dice_coefficient: 0.9462 Epoch 21: loss did not improve from 0.03556 55/400 [===>..........................] - ETA: 3:18 - loss: 0.0700 - dice_coefficient: 0.9460 Epoch 21: loss did not improve from 0.03556 56/400 [===>..........................] - ETA: 3:17 - loss: 0.0691 - dice_coefficient: 0.9467 Epoch 21: loss did not improve from 0.03556 57/400 [===>..........................] - ETA: 3:17 - loss: 0.0684 - dice_coefficient: 0.9472 Epoch 21: loss did not improve from 0.03556 58/400 [===>..........................] - ETA: 3:16 - loss: 0.0675 - dice_coefficient: 0.9479 Epoch 21: loss did not improve from 0.03556 59/400 [===>..........................] - ETA: 3:16 - loss: 0.0675 - dice_coefficient: 0.9480 Epoch 21: loss did not improve from 0.03556 60/400 [===>..........................] - ETA: 3:15 - loss: 0.0668 - dice_coefficient: 0.9487 Epoch 21: loss did not improve from 0.03556 61/400 [===>..........................] - ETA: 3:15 - loss: 0.0660 - dice_coefficient: 0.9493 Epoch 21: loss did not improve from 0.03556 62/400 [===>..........................] - ETA: 3:15 - loss: 0.0661 - dice_coefficient: 0.9490 Epoch 21: loss did not improve from 0.03556 63/400 [===>..........................] - ETA: 3:15 - loss: 0.0655 - dice_coefficient: 0.9495 Epoch 21: loss did not improve from 0.03556 64/400 [===>..........................] - ETA: 3:15 - loss: 0.0649 - dice_coefficient: 0.9500 Epoch 21: loss did not improve from 0.03556 65/400 [===>..........................] - ETA: 3:15 - loss: 0.0643 - dice_coefficient: 0.9505 Epoch 21: loss did not improve from 0.03556 66/400 [===>..........................] - ETA: 3:14 - loss: 0.0636 - dice_coefficient: 0.9510 Epoch 21: loss did not improve from 0.03556 67/400 [====>.........................] - ETA: 3:14 - loss: 0.0630 - dice_coefficient: 0.9515 Epoch 21: loss did not improve from 0.03556 68/400 [====>.........................] - ETA: 3:14 - loss: 0.0626 - dice_coefficient: 0.9518 Epoch 21: loss did not improve from 0.03556 69/400 [====>.........................] - ETA: 3:14 - loss: 0.0631 - dice_coefficient: 0.9512 Epoch 21: loss did not improve from 0.03556 70/400 [====>.........................] - ETA: 3:14 - loss: 0.0626 - dice_coefficient: 0.9516 Epoch 21: loss did not improve from 0.03556 71/400 [====>.........................] - ETA: 3:14 - loss: 0.0626 - dice_coefficient: 0.9516 Epoch 21: loss did not improve from 0.03556 72/400 [====>.........................] - ETA: 3:13 - loss: 0.0622 - dice_coefficient: 0.9520 Epoch 21: loss did not improve from 0.03556 73/400 [====>.........................] - ETA: 3:13 - loss: 0.0617 - dice_coefficient: 0.9524 Epoch 21: loss did not improve from 0.03556 74/400 [====>.........................] - ETA: 3:12 - loss: 0.0611 - dice_coefficient: 0.9529 Epoch 21: loss did not improve from 0.03556 75/400 [====>.........................] - ETA: 3:11 - loss: 0.0608 - dice_coefficient: 0.9533 Epoch 21: loss did not improve from 0.03556 76/400 [====>.........................] - ETA: 3:11 - loss: 0.0612 - dice_coefficient: 0.9529 Epoch 21: loss did not improve from 0.03556 77/400 [====>.........................] - ETA: 3:10 - loss: 0.0639 - dice_coefficient: 0.9505 Epoch 21: loss did not improve from 0.03556 78/400 [====>.........................] - ETA: 3:09 - loss: 0.0639 - dice_coefficient: 0.9505 Epoch 21: loss did not improve from 0.03556 79/400 [====>.........................] - ETA: 3:09 - loss: 0.0633 - dice_coefficient: 0.9509 Epoch 21: loss did not improve from 0.03556 80/400 [=====>........................] - ETA: 3:08 - loss: 0.0631 - dice_coefficient: 0.9512 Epoch 21: loss did not improve from 0.03556 81/400 [=====>........................] - ETA: 3:07 - loss: 0.0625 - dice_coefficient: 0.9516 Epoch 21: loss did not improve from 0.03556 82/400 [=====>........................] - ETA: 3:07 - loss: 0.0635 - dice_coefficient: 0.9507 Epoch 21: loss did not improve from 0.03556 83/400 [=====>........................] - ETA: 3:06 - loss: 0.0631 - dice_coefficient: 0.9510 Epoch 21: loss did not improve from 0.03556 84/400 [=====>........................] - ETA: 3:05 - loss: 0.0627 - dice_coefficient: 0.9513 Epoch 21: loss did not improve from 0.03556 85/400 [=====>........................] - ETA: 3:05 - loss: 0.0624 - dice_coefficient: 0.9516 Epoch 21: loss did not improve from 0.03556 86/400 [=====>........................] - ETA: 3:04 - loss: 0.0626 - dice_coefficient: 0.9514 Epoch 21: loss did not improve from 0.03556 87/400 [=====>........................] - ETA: 3:03 - loss: 0.0624 - dice_coefficient: 0.9515 Epoch 21: loss did not improve from 0.03556 88/400 [=====>........................] - ETA: 3:03 - loss: 0.0634 - dice_coefficient: 0.9505 Epoch 21: loss did not improve from 0.03556 89/400 [=====>........................] - ETA: 3:02 - loss: 0.0644 - dice_coefficient: 0.9496 Epoch 21: loss did not improve from 0.03556 90/400 [=====>........................] - ETA: 3:02 - loss: 0.0641 - dice_coefficient: 0.9498 Epoch 21: loss did not improve from 0.03556 91/400 [=====>........................] - ETA: 3:01 - loss: 0.0639 - dice_coefficient: 0.9501 Epoch 21: loss did not improve from 0.03556 92/400 [=====>........................] - ETA: 3:00 - loss: 0.0638 - dice_coefficient: 0.9504 Epoch 21: loss did not improve from 0.03556 93/400 [=====>........................] - ETA: 3:00 - loss: 0.0637 - dice_coefficient: 0.9504 Epoch 21: loss did not improve from 0.03556 94/400 [======>.......................] - ETA: 2:59 - loss: 0.0637 - dice_coefficient: 0.9505 Epoch 21: loss did not improve from 0.03556 95/400 [======>.......................] - ETA: 2:58 - loss: 0.0633 - dice_coefficient: 0.9509 Epoch 21: loss did not improve from 0.03556 96/400 [======>.......................] - ETA: 2:58 - loss: 0.0630 - dice_coefficient: 0.9511 Epoch 21: loss did not improve from 0.03556 97/400 [======>.......................] - ETA: 2:57 - loss: 0.0626 - dice_coefficient: 0.9514 Epoch 21: loss did not improve from 0.03556 98/400 [======>.......................] - ETA: 2:57 - loss: 0.0621 - dice_coefficient: 0.9518 Epoch 21: loss did not improve from 0.03556 99/400 [======>.......................] - ETA: 2:56 - loss: 0.0618 - dice_coefficient: 0.9521 Epoch 21: loss did not improve from 0.03556 100/400 [======>.......................] - ETA: 2:55 - loss: 0.0615 - dice_coefficient: 0.9524 Epoch 21: loss did not improve from 0.03556 101/400 [======>.......................] - ETA: 2:55 - loss: 0.0616 - dice_coefficient: 0.9522 Epoch 21: loss did not improve from 0.03556 102/400 [======>.......................] - ETA: 2:54 - loss: 0.0616 - dice_coefficient: 0.9522 Epoch 21: loss did not improve from 0.03556 103/400 [======>.......................] - ETA: 2:54 - loss: 0.0614 - dice_coefficient: 0.9523 Epoch 21: loss did not improve from 0.03556 104/400 [======>.......................] - ETA: 2:53 - loss: 0.0611 - dice_coefficient: 0.9526 Epoch 21: loss did not improve from 0.03556 105/400 [======>.......................] - ETA: 2:52 - loss: 0.0608 - dice_coefficient: 0.9529 Epoch 21: loss did not improve from 0.03556 106/400 [======>.......................] - ETA: 2:52 - loss: 0.0606 - dice_coefficient: 0.9531 Epoch 21: loss did not improve from 0.03556 107/400 [=======>......................] - ETA: 2:51 - loss: 0.0602 - dice_coefficient: 0.9535 Epoch 21: loss did not improve from 0.03556 108/400 [=======>......................] - ETA: 2:50 - loss: 0.0601 - dice_coefficient: 0.9536 Epoch 21: loss did not improve from 0.03556 109/400 [=======>......................] - ETA: 2:50 - loss: 0.0599 - dice_coefficient: 0.9538 Epoch 21: loss did not improve from 0.03556 110/400 [=======>......................] - ETA: 2:49 - loss: 0.0595 - dice_coefficient: 0.9541 Epoch 21: loss did not improve from 0.03556 111/400 [=======>......................] - ETA: 2:48 - loss: 0.0593 - dice_coefficient: 0.9543 Epoch 21: loss did not improve from 0.03556 112/400 [=======>......................] - ETA: 2:48 - loss: 0.0600 - dice_coefficient: 0.9536 Epoch 21: loss did not improve from 0.03556 113/400 [=======>......................] - ETA: 2:47 - loss: 0.0599 - dice_coefficient: 0.9538 Epoch 21: loss did not improve from 0.03556 114/400 [=======>......................] - ETA: 2:47 - loss: 0.0595 - dice_coefficient: 0.9540 Epoch 21: loss did not improve from 0.03556 115/400 [=======>......................] - ETA: 2:46 - loss: 0.0594 - dice_coefficient: 0.9542 Epoch 21: loss did not improve from 0.03556 116/400 [=======>......................] - ETA: 2:45 - loss: 0.0592 - dice_coefficient: 0.9543 Epoch 21: loss did not improve from 0.03556 117/400 [=======>......................] - ETA: 2:45 - loss: 0.0590 - dice_coefficient: 0.9546 Epoch 21: loss did not improve from 0.03556 118/400 [=======>......................] - ETA: 2:44 - loss: 0.0588 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 119/400 [=======>......................] - ETA: 2:44 - loss: 0.0587 - dice_coefficient: 0.9549 Epoch 21: loss did not improve from 0.03556 120/400 [========>.....................] - ETA: 2:43 - loss: 0.0587 - dice_coefficient: 0.9550 Epoch 21: loss did not improve from 0.03556 121/400 [========>.....................] - ETA: 2:42 - loss: 0.0587 - dice_coefficient: 0.9551 Epoch 21: loss did not improve from 0.03556 122/400 [========>.....................] - ETA: 2:42 - loss: 0.0585 - dice_coefficient: 0.9552 Epoch 21: loss did not improve from 0.03556 123/400 [========>.....................] - ETA: 2:41 - loss: 0.0584 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 124/400 [========>.....................] - ETA: 2:41 - loss: 0.0585 - dice_coefficient: 0.9554 Epoch 21: loss did not improve from 0.03556 125/400 [========>.....................] - ETA: 2:40 - loss: 0.0585 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 126/400 [========>.....................] - ETA: 2:39 - loss: 0.0584 - dice_coefficient: 0.9555 Epoch 21: loss did not improve from 0.03556 127/400 [========>.....................] - ETA: 2:39 - loss: 0.0591 - dice_coefficient: 0.9548 Epoch 21: loss did not improve from 0.03556 128/400 [========>.....................] - ETA: 2:38 - loss: 0.0588 - dice_coefficient: 0.9550 Epoch 21: loss did not improve from 0.03556 129/400 [========>.....................] - ETA: 2:38 - loss: 0.0586 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 130/400 [========>.....................] - ETA: 2:37 - loss: 0.0585 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 131/400 [========>.....................] - ETA: 2:36 - loss: 0.0589 - dice_coefficient: 0.9549 Epoch 21: loss did not improve from 0.03556 132/400 [========>.....................] - ETA: 2:36 - loss: 0.0586 - dice_coefficient: 0.9551 Epoch 21: loss did not improve from 0.03556 133/400 [========>.....................] - ETA: 2:35 - loss: 0.0586 - dice_coefficient: 0.9551 Epoch 21: loss did not improve from 0.03556 134/400 [=========>....................] - ETA: 2:35 - loss: 0.0584 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 135/400 [=========>....................] - ETA: 2:34 - loss: 0.0583 - dice_coefficient: 0.9554 Epoch 21: loss did not improve from 0.03556 136/400 [=========>....................] - ETA: 2:33 - loss: 0.0591 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 137/400 [=========>....................] - ETA: 2:33 - loss: 0.0591 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 138/400 [=========>....................] - ETA: 2:32 - loss: 0.0591 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 139/400 [=========>....................] - ETA: 2:32 - loss: 0.0591 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 140/400 [=========>....................] - ETA: 2:31 - loss: 0.0588 - dice_coefficient: 0.9550 Epoch 21: loss did not improve from 0.03556 141/400 [=========>....................] - ETA: 2:30 - loss: 0.0589 - dice_coefficient: 0.9551 Epoch 21: loss did not improve from 0.03556 142/400 [=========>....................] - ETA: 2:30 - loss: 0.0586 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 143/400 [=========>....................] - ETA: 2:29 - loss: 0.0585 - dice_coefficient: 0.9554 Epoch 21: loss did not improve from 0.03556 144/400 [=========>....................] - ETA: 2:28 - loss: 0.0583 - dice_coefficient: 0.9556 Epoch 21: loss did not improve from 0.03556 145/400 [=========>....................] - ETA: 2:28 - loss: 0.0581 - dice_coefficient: 0.9557 Epoch 21: loss did not improve from 0.03556 146/400 [=========>....................] - ETA: 2:27 - loss: 0.0581 - dice_coefficient: 0.9557 Epoch 21: loss did not improve from 0.03556 147/400 [==========>...................] - ETA: 2:27 - loss: 0.0579 - dice_coefficient: 0.9559 Epoch 21: loss did not improve from 0.03556 148/400 [==========>...................] - ETA: 2:26 - loss: 0.0579 - dice_coefficient: 0.9558 Epoch 21: loss did not improve from 0.03556 149/400 [==========>...................] - ETA: 2:26 - loss: 0.0581 - dice_coefficient: 0.9558 Epoch 21: loss did not improve from 0.03556 150/400 [==========>...................] - ETA: 2:25 - loss: 0.0588 - dice_coefficient: 0.9551 Epoch 21: loss did not improve from 0.03556 151/400 [==========>...................] - ETA: 2:24 - loss: 0.0587 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 152/400 [==========>...................] - ETA: 2:24 - loss: 0.0587 - dice_coefficient: 0.9552 Epoch 21: loss did not improve from 0.03556 153/400 [==========>...................] - ETA: 2:23 - loss: 0.0589 - dice_coefficient: 0.9550 Epoch 21: loss did not improve from 0.03556 154/400 [==========>...................] - ETA: 2:23 - loss: 0.0587 - dice_coefficient: 0.9552 Epoch 21: loss did not improve from 0.03556 155/400 [==========>...................] - ETA: 2:22 - loss: 0.0584 - dice_coefficient: 0.9554 Epoch 21: loss did not improve from 0.03556 156/400 [==========>...................] - ETA: 2:21 - loss: 0.0581 - dice_coefficient: 0.9556 Epoch 21: loss did not improve from 0.03556 157/400 [==========>...................] - ETA: 2:21 - loss: 0.0585 - dice_coefficient: 0.9554 Epoch 21: loss did not improve from 0.03556 158/400 [==========>...................] - ETA: 2:20 - loss: 0.0583 - dice_coefficient: 0.9555 Epoch 21: loss did not improve from 0.03556 159/400 [==========>...................] - ETA: 2:20 - loss: 0.0582 - dice_coefficient: 0.9556 Epoch 21: loss did not improve from 0.03556 160/400 [===========>..................] - ETA: 2:19 - loss: 0.0580 - dice_coefficient: 0.9557 Epoch 21: loss did not improve from 0.03556 161/400 [===========>..................] - ETA: 2:18 - loss: 0.0579 - dice_coefficient: 0.9559 Epoch 21: loss did not improve from 0.03556 162/400 [===========>..................] - ETA: 2:18 - loss: 0.0581 - dice_coefficient: 0.9556 Epoch 21: loss did not improve from 0.03556 163/400 [===========>..................] - ETA: 2:17 - loss: 0.0578 - dice_coefficient: 0.9559 Epoch 21: loss did not improve from 0.03556 164/400 [===========>..................] - ETA: 2:17 - loss: 0.0577 - dice_coefficient: 0.9560 Epoch 21: loss did not improve from 0.03556 165/400 [===========>..................] - ETA: 2:16 - loss: 0.0577 - dice_coefficient: 0.9560 Epoch 21: loss did not improve from 0.03556 166/400 [===========>..................] - ETA: 2:16 - loss: 0.0576 - dice_coefficient: 0.9560 Epoch 21: loss did not improve from 0.03556 167/400 [===========>..................] - ETA: 2:15 - loss: 0.0574 - dice_coefficient: 0.9561 Epoch 21: loss did not improve from 0.03556 168/400 [===========>..................] - ETA: 2:14 - loss: 0.0574 - dice_coefficient: 0.9562 Epoch 21: loss did not improve from 0.03556 169/400 [===========>..................] - ETA: 2:14 - loss: 0.0574 - dice_coefficient: 0.9563 Epoch 21: loss did not improve from 0.03556 170/400 [===========>..................] - ETA: 2:13 - loss: 0.0573 - dice_coefficient: 0.9562 Epoch 21: loss did not improve from 0.03556 171/400 [===========>..................] - ETA: 2:13 - loss: 0.0572 - dice_coefficient: 0.9563 Epoch 21: loss did not improve from 0.03556 172/400 [===========>..................] - ETA: 2:12 - loss: 0.0571 - dice_coefficient: 0.9564 Epoch 21: loss did not improve from 0.03556 173/400 [===========>..................] - ETA: 2:11 - loss: 0.0570 - dice_coefficient: 0.9565 Epoch 21: loss did not improve from 0.03556 174/400 [============>.................] - ETA: 2:11 - loss: 0.0578 - dice_coefficient: 0.9560 Epoch 21: loss did not improve from 0.03556 175/400 [============>.................] - ETA: 2:10 - loss: 0.0588 - dice_coefficient: 0.9551 Epoch 21: loss did not improve from 0.03556 176/400 [============>.................] - ETA: 2:10 - loss: 0.0597 - dice_coefficient: 0.9543 Epoch 21: loss did not improve from 0.03556 177/400 [============>.................] - ETA: 2:09 - loss: 0.0595 - dice_coefficient: 0.9545 Epoch 21: loss did not improve from 0.03556 178/400 [============>.................] - ETA: 2:08 - loss: 0.0593 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 179/400 [============>.................] - ETA: 2:08 - loss: 0.0593 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 180/400 [============>.................] - ETA: 2:07 - loss: 0.0597 - dice_coefficient: 0.9546 Epoch 21: loss did not improve from 0.03556 181/400 [============>.................] - ETA: 2:07 - loss: 0.0595 - dice_coefficient: 0.9547 Epoch 21: loss did not improve from 0.03556 182/400 [============>.................] - ETA: 2:06 - loss: 0.0594 - dice_coefficient: 0.9548 Epoch 21: loss did not improve from 0.03556 183/400 [============>.................] - ETA: 2:05 - loss: 0.0591 - dice_coefficient: 0.9550 Epoch 21: loss did not improve from 0.03556 184/400 [============>.................] - ETA: 2:05 - loss: 0.0590 - dice_coefficient: 0.9551 Epoch 21: loss did not improve from 0.03556 185/400 [============>.................] - ETA: 2:04 - loss: 0.0590 - dice_coefficient: 0.9552 Epoch 21: loss did not improve from 0.03556 186/400 [============>.................] - ETA: 2:04 - loss: 0.0589 - dice_coefficient: 0.9553 Epoch 21: loss did not improve from 0.03556 187/400 [=============>................] - ETA: 2:03 - loss: 0.0587 - dice_coefficient: 0.9555 Epoch 21: loss did not improve from 0.03556 188/400 [=============>................] - ETA: 2:03 - loss: 0.0607 - dice_coefficient: 0.9539 Epoch 21: loss did not improve from 0.03556 189/400 [=============>................] - ETA: 2:02 - loss: 0.0605 - dice_coefficient: 0.9541 Epoch 21: loss did not improve from 0.03556 190/400 [=============>................] - ETA: 2:01 - loss: 0.0604 - dice_coefficient: 0.9542 Epoch 21: loss did not improve from 0.03556 191/400 [=============>................] - ETA: 2:01 - loss: 0.0601 - dice_coefficient: 0.9544 Epoch 21: loss did not improve from 0.03556 192/400 [=============>................] - ETA: 2:00 - loss: 0.0601 - dice_coefficient: 0.9544 Epoch 21: loss did not improve from 0.03556 193/400 [=============>................] - ETA: 2:00 - loss: 0.0599 - dice_coefficient: 0.9545 Epoch 21: loss did not improve from 0.03556 194/400 [=============>................] - ETA: 1:59 - loss: 0.0600 - dice_coefficient: 0.9544 Epoch 21: loss did not improve from 0.03556 195/400 [=============>................] - ETA: 1:58 - loss: 0.0608 - dice_coefficient: 0.9539 Epoch 21: loss did not improve from 0.03556 196/400 [=============>................] - ETA: 1:58 - loss: 0.0615 - dice_coefficient: 0.9532 Epoch 21: loss did not improve from 0.03556 197/400 [=============>................] - ETA: 1:57 - loss: 0.0619 - dice_coefficient: 0.9528 Epoch 21: loss did not improve from 0.03556 198/400 [=============>................] - ETA: 1:57 - loss: 0.0616 - dice_coefficient: 0.9530 Epoch 21: loss did not improve from 0.03556 199/400 [=============>................] - ETA: 1:56 - loss: 0.0615 - dice_coefficient: 0.9531 Epoch 21: loss did not improve from 0.03556 200/400 [==============>...............] - ETA: 1:55 - loss: 0.0613 - dice_coefficient: 0.9532 Epoch 21: loss did not improve from 0.03556 201/400 [==============>...............] - ETA: 1:55 - loss: 0.0612 - dice_coefficient: 0.9533 Epoch 21: loss did not improve from 0.03556 202/400 [==============>...............] - ETA: 1:54 - loss: 0.0611 - dice_coefficient: 0.9534 Epoch 21: loss did not improve from 0.03556 203/400 [==============>...............] - ETA: 1:54 - loss: 0.0612 - dice_coefficient: 0.9532 Epoch 21: loss did not improve from 0.03556 204/400 [==============>...............] - ETA: 1:53 - loss: 0.0611 - dice_coefficient: 0.9534 Epoch 21: loss did not improve from 0.03556 205/400 [==============>...............] - ETA: 1:53 - loss: 0.0614 - dice_coefficient: 0.9533 Epoch 21: loss did not improve from 0.03556 206/400 [==============>...............] - ETA: 1:52 - loss: 0.0625 - dice_coefficient: 0.9524 Epoch 21: loss did not improve from 0.03556 207/400 [==============>...............] - ETA: 1:51 - loss: 0.0624 - dice_coefficient: 0.9524 Epoch 21: loss did not improve from 0.03556 208/400 [==============>...............] - ETA: 1:51 - loss: 0.0628 - dice_coefficient: 0.9521 Epoch 21: loss did not improve from 0.03556 209/400 [==============>...............] - ETA: 1:50 - loss: 0.0629 - dice_coefficient: 0.9520 Epoch 21: loss did not improve from 0.03556 210/400 [==============>...............] - ETA: 1:50 - loss: 0.0628 - dice_coefficient: 0.9521 Epoch 21: loss did not improve from 0.03556 211/400 [==============>...............] - ETA: 1:49 - loss: 0.0628 - dice_coefficient: 0.9522 Epoch 21: loss did not improve from 0.03556 212/400 [==============>...............] - ETA: 1:48 - loss: 0.0627 - dice_coefficient: 0.9522 Epoch 21: loss did not improve from 0.03556 213/400 [==============>...............] - ETA: 1:48 - loss: 0.1383 - dice_coefficient: 0.9477 Epoch 21: loss did not improve from 0.03556 214/400 [===============>..............] - ETA: 1:47 - loss: 0.1382 - dice_coefficient: 0.9476 Epoch 21: loss did not improve from 0.03556 215/400 [===============>..............] - ETA: 1:47 - loss: 0.1379 - dice_coefficient: 0.9476 Epoch 21: loss did not improve from 0.03556 216/400 [===============>..............] - ETA: 1:46 - loss: 0.1375 - dice_coefficient: 0.9476 Epoch 21: loss did not improve from 0.03556 217/400 [===============>..............] - ETA: 1:46 - loss: 0.1380 - dice_coefficient: 0.9468 Epoch 21: loss did not improve from 0.03556 218/400 [===============>..............] - ETA: 1:45 - loss: 0.1376 - dice_coefficient: 0.9469 Epoch 21: loss did not improve from 0.03556 219/400 [===============>..............] - ETA: 1:44 - loss: 0.1372 - dice_coefficient: 0.9470 Epoch 21: loss did not improve from 0.03556 220/400 [===============>..............] - ETA: 1:44 - loss: 0.1369 - dice_coefficient: 0.9471 Epoch 21: loss did not improve from 0.03556 221/400 [===============>..............] - ETA: 1:43 - loss: 0.1366 - dice_coefficient: 0.9470 Epoch 21: loss did not improve from 0.03556 222/400 [===============>..............] - ETA: 1:43 - loss: 0.1362 - dice_coefficient: 0.9472 Epoch 21: loss did not improve from 0.03556 223/400 [===============>..............] - ETA: 1:42 - loss: 0.1359 - dice_coefficient: 0.9471 Epoch 21: loss did not improve from 0.03556 224/400 [===============>..............] - ETA: 1:41 - loss: 0.1353 - dice_coefficient: 0.9473 Epoch 21: loss did not improve from 0.03556 225/400 [===============>..............] - ETA: 1:41 - loss: 0.1349 - dice_coefficient: 0.9475 Epoch 21: loss did not improve from 0.03556 226/400 [===============>..............] - ETA: 1:40 - loss: 0.1344 - dice_coefficient: 0.9477 Epoch 21: loss did not improve from 0.03556 227/400 [================>.............] - ETA: 1:40 - loss: 0.1340 - dice_coefficient: 0.9477 Epoch 21: loss did not improve from 0.03556 228/400 [================>.............] - ETA: 1:39 - loss: 0.1336 - dice_coefficient: 0.9478 Epoch 21: loss did not improve from 0.03556 229/400 [================>.............] - ETA: 1:39 - loss: 0.1338 - dice_coefficient: 0.9475 Epoch 21: loss did not improve from 0.03556 230/400 [================>.............] - ETA: 1:38 - loss: 0.1333 - dice_coefficient: 0.9477 Epoch 21: loss did not improve from 0.03556 231/400 [================>.............] - ETA: 1:37 - loss: 0.1329 - dice_coefficient: 0.9478 Epoch 21: loss did not improve from 0.03556 232/400 [================>.............] - ETA: 1:37 - loss: 0.1326 - dice_coefficient: 0.9479 Epoch 21: loss did not improve from 0.03556 233/400 [================>.............] - ETA: 1:36 - loss: 0.1322 - dice_coefficient: 0.9479 Epoch 21: loss did not improve from 0.03556 234/400 [================>.............] - ETA: 1:36 - loss: 0.1337 - dice_coefficient: 0.9466 Epoch 21: loss did not improve from 0.03556 235/400 [================>.............] - ETA: 1:35 - loss: 0.1347 - dice_coefficient: 0.9455 Epoch 21: loss did not improve from 0.03556 236/400 [================>.............] - ETA: 1:34 - loss: 0.1343 - dice_coefficient: 0.9456 Epoch 21: loss did not improve from 0.03556 237/400 [================>.............] - ETA: 1:34 - loss: 0.1340 - dice_coefficient: 0.9458 Epoch 21: loss did not improve from 0.03556 238/400 [================>.............] - ETA: 1:33 - loss: 0.1337 - dice_coefficient: 0.9457 Epoch 21: loss did not improve from 0.03556 239/400 [================>.............] - ETA: 1:33 - loss: 0.1335 - dice_coefficient: 0.9456 Epoch 21: loss did not improve from 0.03556 240/400 [=================>............] - ETA: 1:32 - loss: 0.1330 - dice_coefficient: 0.9458 Epoch 21: loss did not improve from 0.03556 241/400 [=================>............] - ETA: 1:32 - loss: 0.1329 - dice_coefficient: 0.9457 Epoch 21: loss did not improve from 0.03556 242/400 [=================>............] - ETA: 1:31 - loss: 0.1325 - dice_coefficient: 0.9458 Epoch 21: loss did not improve from 0.03556 243/400 [=================>............] - ETA: 1:30 - loss: 0.1321 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 244/400 [=================>............] - ETA: 1:30 - loss: 0.1317 - dice_coefficient: 0.9461 Epoch 21: loss did not improve from 0.03556 245/400 [=================>............] - ETA: 1:29 - loss: 0.1315 - dice_coefficient: 0.9460 Epoch 21: loss did not improve from 0.03556 246/400 [=================>............] - ETA: 1:29 - loss: 0.1312 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 247/400 [=================>............] - ETA: 1:28 - loss: 0.1317 - dice_coefficient: 0.9453 Epoch 21: loss did not improve from 0.03556 248/400 [=================>............] - ETA: 1:27 - loss: 0.1315 - dice_coefficient: 0.9453 Epoch 21: loss did not improve from 0.03556 249/400 [=================>............] - ETA: 1:27 - loss: 0.1331 - dice_coefficient: 0.9439 Epoch 21: loss did not improve from 0.03556 250/400 [=================>............] - ETA: 1:26 - loss: 0.1327 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 251/400 [=================>............] - ETA: 1:26 - loss: 0.1327 - dice_coefficient: 0.9438 Epoch 21: loss did not improve from 0.03556 252/400 [=================>............] - ETA: 1:25 - loss: 0.1325 - dice_coefficient: 0.9438 Epoch 21: loss did not improve from 0.03556 253/400 [=================>............] - ETA: 1:25 - loss: 0.1321 - dice_coefficient: 0.9439 Epoch 21: loss did not improve from 0.03556 254/400 [==================>...........] - ETA: 1:24 - loss: 0.1318 - dice_coefficient: 0.9440 Epoch 21: loss did not improve from 0.03556 255/400 [==================>...........] - ETA: 1:23 - loss: 0.1314 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 256/400 [==================>...........] - ETA: 1:23 - loss: 0.1310 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 257/400 [==================>...........] - ETA: 1:22 - loss: 0.1307 - dice_coefficient: 0.9443 Epoch 21: loss did not improve from 0.03556 258/400 [==================>...........] - ETA: 1:22 - loss: 0.1305 - dice_coefficient: 0.9443 Epoch 21: loss did not improve from 0.03556 259/400 [==================>...........] - ETA: 1:21 - loss: 0.1300 - dice_coefficient: 0.9445 Epoch 21: loss did not improve from 0.03556 260/400 [==================>...........] - ETA: 1:21 - loss: 0.1296 - dice_coefficient: 0.9447 Epoch 21: loss did not improve from 0.03556 261/400 [==================>...........] - ETA: 1:20 - loss: 0.1293 - dice_coefficient: 0.9447 Epoch 21: loss did not improve from 0.03556 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1290 - dice_coefficient: 0.9448 Epoch 21: loss did not improve from 0.03556 263/400 [==================>...........] - ETA: 1:19 - loss: 0.1288 - dice_coefficient: 0.9448 Epoch 21: loss did not improve from 0.03556 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1284 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 265/400 [==================>...........] - ETA: 1:18 - loss: 0.1286 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 266/400 [==================>...........] - ETA: 1:17 - loss: 0.1283 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1280 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 268/400 [===================>..........] - ETA: 1:16 - loss: 0.1279 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1275 - dice_coefficient: 0.9448 Epoch 21: loss did not improve from 0.03556 270/400 [===================>..........] - ETA: 1:15 - loss: 0.1271 - dice_coefficient: 0.9449 Epoch 21: loss did not improve from 0.03556 271/400 [===================>..........] - ETA: 1:14 - loss: 0.1269 - dice_coefficient: 0.9449 Epoch 21: loss did not improve from 0.03556 272/400 [===================>..........] - ETA: 1:14 - loss: 0.1265 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 273/400 [===================>..........] - ETA: 1:13 - loss: 0.1262 - dice_coefficient: 0.9452 Epoch 21: loss did not improve from 0.03556 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1258 - dice_coefficient: 0.9453 Epoch 21: loss did not improve from 0.03556 275/400 [===================>..........] - ETA: 1:12 - loss: 0.1254 - dice_coefficient: 0.9455 Epoch 21: loss did not improve from 0.03556 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1250 - dice_coefficient: 0.9456 Epoch 21: loss did not improve from 0.03556 277/400 [===================>..........] - ETA: 1:11 - loss: 0.1247 - dice_coefficient: 0.9457 Epoch 21: loss did not improve from 0.03556 278/400 [===================>..........] - ETA: 1:10 - loss: 0.1243 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1239 - dice_coefficient: 0.9460 Epoch 21: loss did not improve from 0.03556 280/400 [====================>.........] - ETA: 1:09 - loss: 0.1236 - dice_coefficient: 0.9462 Epoch 21: loss did not improve from 0.03556 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1242 - dice_coefficient: 0.9456 Epoch 21: loss did not improve from 0.03556 282/400 [====================>.........] - ETA: 1:08 - loss: 0.1239 - dice_coefficient: 0.9456 Epoch 21: loss did not improve from 0.03556 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1238 - dice_coefficient: 0.9455 Epoch 21: loss did not improve from 0.03556 284/400 [====================>.........] - ETA: 1:07 - loss: 0.1236 - dice_coefficient: 0.9455 Epoch 21: loss did not improve from 0.03556 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1234 - dice_coefficient: 0.9456 Epoch 21: loss did not improve from 0.03556 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1231 - dice_coefficient: 0.9457 Epoch 21: loss did not improve from 0.03556 287/400 [====================>.........] - ETA: 1:05 - loss: 0.1229 - dice_coefficient: 0.9458 Epoch 21: loss did not improve from 0.03556 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1225 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 289/400 [====================>.........] - ETA: 1:04 - loss: 0.1222 - dice_coefficient: 0.9460 Epoch 21: loss did not improve from 0.03556 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1219 - dice_coefficient: 0.9461 Epoch 21: loss did not improve from 0.03556 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1217 - dice_coefficient: 0.9462 Epoch 21: loss did not improve from 0.03556 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1216 - dice_coefficient: 0.9462 Epoch 21: loss did not improve from 0.03556 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1213 - dice_coefficient: 0.9463 Epoch 21: loss did not improve from 0.03556 294/400 [=====================>........] - ETA: 1:01 - loss: 0.1210 - dice_coefficient: 0.9463 Epoch 21: loss did not improve from 0.03556 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1207 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 296/400 [=====================>........] - ETA: 1:00 - loss: 0.1213 - dice_coefficient: 0.9457 Epoch 21: loss did not improve from 0.03556 297/400 [=====================>........] - ETA: 59s - loss: 0.1211 - dice_coefficient: 0.9458 Epoch 21: loss did not improve from 0.03556 298/400 [=====================>........] - ETA: 58s - loss: 0.1209 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 299/400 [=====================>........] - ETA: 58s - loss: 0.1207 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 300/400 [=====================>........] - ETA: 57s - loss: 0.1206 - dice_coefficient: 0.9458 Epoch 21: loss did not improve from 0.03556 301/400 [=====================>........] - ETA: 57s - loss: 0.1203 - dice_coefficient: 0.9459 Epoch 21: loss did not improve from 0.03556 302/400 [=====================>........] - ETA: 56s - loss: 0.1200 - dice_coefficient: 0.9460 Epoch 21: loss did not improve from 0.03556 303/400 [=====================>........] - ETA: 56s - loss: 0.1197 - dice_coefficient: 0.9461 Epoch 21: loss did not improve from 0.03556 304/400 [=====================>........] - ETA: 55s - loss: 0.1195 - dice_coefficient: 0.9462 Epoch 21: loss did not improve from 0.03556 305/400 [=====================>........] - ETA: 54s - loss: 0.1192 - dice_coefficient: 0.9463 Epoch 21: loss did not improve from 0.03556 306/400 [=====================>........] - ETA: 54s - loss: 0.1193 - dice_coefficient: 0.9461 Epoch 21: loss did not improve from 0.03556 307/400 [======================>.......] - ETA: 53s - loss: 0.1191 - dice_coefficient: 0.9461 Epoch 21: loss did not improve from 0.03556 308/400 [======================>.......] - ETA: 53s - loss: 0.1188 - dice_coefficient: 0.9462 Epoch 21: loss did not improve from 0.03556 309/400 [======================>.......] - ETA: 52s - loss: 0.1185 - dice_coefficient: 0.9463 Epoch 21: loss did not improve from 0.03556 310/400 [======================>.......] - ETA: 51s - loss: 0.1183 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 311/400 [======================>.......] - ETA: 51s - loss: 0.1181 - dice_coefficient: 0.9465 Epoch 21: loss did not improve from 0.03556 312/400 [======================>.......] - ETA: 50s - loss: 0.1179 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 313/400 [======================>.......] - ETA: 50s - loss: 0.1178 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 314/400 [======================>.......] - ETA: 49s - loss: 0.1176 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 315/400 [======================>.......] - ETA: 49s - loss: 0.1174 - dice_coefficient: 0.9465 Epoch 21: loss did not improve from 0.03556 316/400 [======================>.......] - ETA: 48s - loss: 0.1172 - dice_coefficient: 0.9465 Epoch 21: loss did not improve from 0.03556 317/400 [======================>.......] - ETA: 47s - loss: 0.1170 - dice_coefficient: 0.9465 Epoch 21: loss did not improve from 0.03556 318/400 [======================>.......] - ETA: 47s - loss: 0.1167 - dice_coefficient: 0.9466 Epoch 21: loss did not improve from 0.03556 319/400 [======================>.......] - ETA: 46s - loss: 0.1167 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 320/400 [=======================>......] - ETA: 46s - loss: 0.1170 - dice_coefficient: 0.9460 Epoch 21: loss did not improve from 0.03556 321/400 [=======================>......] - ETA: 45s - loss: 0.1168 - dice_coefficient: 0.9461 Epoch 21: loss did not improve from 0.03556 322/400 [=======================>......] - ETA: 45s - loss: 0.1164 - dice_coefficient: 0.9462 Epoch 21: loss did not improve from 0.03556 323/400 [=======================>......] - ETA: 44s - loss: 0.1162 - dice_coefficient: 0.9463 Epoch 21: loss did not improve from 0.03556 324/400 [=======================>......] - ETA: 43s - loss: 0.1160 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 325/400 [=======================>......] - ETA: 43s - loss: 0.1158 - dice_coefficient: 0.9464 Epoch 21: loss did not improve from 0.03556 326/400 [=======================>......] - ETA: 42s - loss: 0.1167 - dice_coefficient: 0.9456 Epoch 21: loss did not improve from 0.03556 327/400 [=======================>......] - ETA: 42s - loss: 0.1164 - dice_coefficient: 0.9457 Epoch 21: loss did not improve from 0.03556 328/400 [=======================>......] - ETA: 41s - loss: 0.1180 - dice_coefficient: 0.9445 Epoch 21: loss did not improve from 0.03556 329/400 [=======================>......] - ETA: 41s - loss: 0.1181 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 330/400 [=======================>......] - ETA: 40s - loss: 0.1181 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 331/400 [=======================>......] - ETA: 39s - loss: 0.1178 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 332/400 [=======================>......] - ETA: 39s - loss: 0.1177 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 333/400 [=======================>......] - ETA: 38s - loss: 0.1176 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 334/400 [========================>.....] - ETA: 38s - loss: 0.1174 - dice_coefficient: 0.9443 Epoch 21: loss did not improve from 0.03556 335/400 [========================>.....] - ETA: 37s - loss: 0.1171 - dice_coefficient: 0.9444 Epoch 21: loss did not improve from 0.03556 336/400 [========================>.....] - ETA: 36s - loss: 0.1169 - dice_coefficient: 0.9445 Epoch 21: loss did not improve from 0.03556 337/400 [========================>.....] - ETA: 36s - loss: 0.1166 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 338/400 [========================>.....] - ETA: 35s - loss: 0.1164 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 339/400 [========================>.....] - ETA: 35s - loss: 0.1164 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 340/400 [========================>.....] - ETA: 34s - loss: 0.1162 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 341/400 [========================>.....] - ETA: 34s - loss: 0.1172 - dice_coefficient: 0.9438 Epoch 21: loss did not improve from 0.03556 342/400 [========================>.....] - ETA: 33s - loss: 0.1170 - dice_coefficient: 0.9439 Epoch 21: loss did not improve from 0.03556 343/400 [========================>.....] - ETA: 32s - loss: 0.1169 - dice_coefficient: 0.9440 Epoch 21: loss did not improve from 0.03556 344/400 [========================>.....] - ETA: 32s - loss: 0.1166 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 345/400 [========================>.....] - ETA: 31s - loss: 0.1167 - dice_coefficient: 0.9438 Epoch 21: loss did not improve from 0.03556 346/400 [========================>.....] - ETA: 31s - loss: 0.1165 - dice_coefficient: 0.9439 Epoch 21: loss did not improve from 0.03556 347/400 [=========================>....] - ETA: 30s - loss: 0.1162 - dice_coefficient: 0.9440 Epoch 21: loss did not improve from 0.03556 348/400 [=========================>....] - ETA: 30s - loss: 0.1160 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 349/400 [=========================>....] - ETA: 29s - loss: 0.1159 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 350/400 [=========================>....] - ETA: 28s - loss: 0.1158 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 351/400 [=========================>....] - ETA: 28s - loss: 0.1158 - dice_coefficient: 0.9440 Epoch 21: loss did not improve from 0.03556 352/400 [=========================>....] - ETA: 27s - loss: 0.1156 - dice_coefficient: 0.9440 Epoch 21: loss did not improve from 0.03556 353/400 [=========================>....] - ETA: 27s - loss: 0.1155 - dice_coefficient: 0.9440 Epoch 21: loss did not improve from 0.03556 354/400 [=========================>....] - ETA: 26s - loss: 0.1153 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 355/400 [=========================>....] - ETA: 25s - loss: 0.1151 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 356/400 [=========================>....] - ETA: 25s - loss: 0.1151 - dice_coefficient: 0.9440 Epoch 21: loss did not improve from 0.03556 357/400 [=========================>....] - ETA: 24s - loss: 0.1149 - dice_coefficient: 0.9441 Epoch 21: loss did not improve from 0.03556 358/400 [=========================>....] - ETA: 24s - loss: 0.1147 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 359/400 [=========================>....] - ETA: 23s - loss: 0.1146 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 360/400 [==========================>...] - ETA: 23s - loss: 0.1144 - dice_coefficient: 0.9443 Epoch 21: loss did not improve from 0.03556 361/400 [==========================>...] - ETA: 22s - loss: 0.1142 - dice_coefficient: 0.9444 Epoch 21: loss did not improve from 0.03556 362/400 [==========================>...] - ETA: 21s - loss: 0.1140 - dice_coefficient: 0.9444 Epoch 21: loss did not improve from 0.03556 363/400 [==========================>...] - ETA: 21s - loss: 0.1138 - dice_coefficient: 0.9445 Epoch 21: loss did not improve from 0.03556 364/400 [==========================>...] - ETA: 20s - loss: 0.1135 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 365/400 [==========================>...] - ETA: 20s - loss: 0.1133 - dice_coefficient: 0.9447 Epoch 21: loss did not improve from 0.03556 366/400 [==========================>...] - ETA: 19s - loss: 0.1130 - dice_coefficient: 0.9448 Epoch 21: loss did not improve from 0.03556 367/400 [==========================>...] - ETA: 19s - loss: 0.1133 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 368/400 [==========================>...] - ETA: 18s - loss: 0.1133 - dice_coefficient: 0.9445 Epoch 21: loss did not improve from 0.03556 369/400 [==========================>...] - ETA: 17s - loss: 0.1135 - dice_coefficient: 0.9442 Epoch 21: loss did not improve from 0.03556 370/400 [==========================>...] - ETA: 17s - loss: 0.1132 - dice_coefficient: 0.9443 Epoch 21: loss did not improve from 0.03556 371/400 [==========================>...] - ETA: 16s - loss: 0.1131 - dice_coefficient: 0.9443 Epoch 21: loss did not improve from 0.03556 372/400 [==========================>...] - ETA: 16s - loss: 0.1130 - dice_coefficient: 0.9443 Epoch 21: loss did not improve from 0.03556 373/400 [==========================>...] - ETA: 15s - loss: 0.1128 - dice_coefficient: 0.9444 Epoch 21: loss did not improve from 0.03556 374/400 [===========================>..] - ETA: 15s - loss: 0.1127 - dice_coefficient: 0.9444 Epoch 21: loss did not improve from 0.03556 375/400 [===========================>..] - ETA: 14s - loss: 0.1125 - dice_coefficient: 0.9445 Epoch 21: loss did not improve from 0.03556 376/400 [===========================>..] - ETA: 13s - loss: 0.1123 - dice_coefficient: 0.9445 Epoch 21: loss did not improve from 0.03556 377/400 [===========================>..] - ETA: 13s - loss: 0.1121 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 378/400 [===========================>..] - ETA: 12s - loss: 0.1120 - dice_coefficient: 0.9446 Epoch 21: loss did not improve from 0.03556 379/400 [===========================>..] - ETA: 12s - loss: 0.1118 - dice_coefficient: 0.9447 Epoch 21: loss did not improve from 0.03556 380/400 [===========================>..] - ETA: 11s - loss: 0.1116 - dice_coefficient: 0.9448 Epoch 21: loss did not improve from 0.03556 381/400 [===========================>..] - ETA: 10s - loss: 0.1115 - dice_coefficient: 0.9449 Epoch 21: loss did not improve from 0.03556 382/400 [===========================>..] - ETA: 10s - loss: 0.1113 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 383/400 [===========================>..] - ETA: 9s - loss: 0.1113 - dice_coefficient: 0.9449 Epoch 21: loss did not improve from 0.03556 384/400 [===========================>..] - ETA: 9s - loss: 0.1111 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 385/400 [===========================>..] - ETA: 8s - loss: 0.1109 - dice_coefficient: 0.9451 Epoch 21: loss did not improve from 0.03556 386/400 [===========================>..] - ETA: 8s - loss: 0.1107 - dice_coefficient: 0.9451 Epoch 21: loss did not improve from 0.03556 387/400 [============================>.] - ETA: 7s - loss: 0.1109 - dice_coefficient: 0.9449 Epoch 21: loss did not improve from 0.03556 388/400 [============================>.] - ETA: 6s - loss: 0.1107 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 389/400 [============================>.] - ETA: 6s - loss: 0.1106 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 390/400 [============================>.] - ETA: 5s - loss: 0.1104 - dice_coefficient: 0.9451 Epoch 21: loss did not improve from 0.03556 391/400 [============================>.] - ETA: 5s - loss: 0.1104 - dice_coefficient: 0.9450 Epoch 21: loss did not improve from 0.03556 392/400 [============================>.] - ETA: 4s - loss: 0.1102 - dice_coefficient: 0.9451 Epoch 21: loss did not improve from 0.03556 393/400 [============================>.] - ETA: 4s - loss: 0.1101 - dice_coefficient: 0.9451 Epoch 21: loss did not improve from 0.03556 394/400 [============================>.] - ETA: 3s - loss: 0.1099 - dice_coefficient: 0.9452 Epoch 21: loss did not improve from 0.03556 395/400 [============================>.] - ETA: 2s - loss: 0.1097 - dice_coefficient: 0.9452 Epoch 21: loss did not improve from 0.03556 396/400 [============================>.] - ETA: 2s - loss: 0.1096 - dice_coefficient: 0.9452 Epoch 21: loss did not improve from 0.03556 397/400 [============================>.] - ETA: 1s - loss: 0.1097 - dice_coefficient: 0.9451 Epoch 21: loss did not improve from 0.03556 398/400 [============================>.] - ETA: 1s - loss: 0.1095 - dice_coefficient: 0.9451 Epoch 21: loss did not improve from 0.03556 399/400 [============================>.] - ETA: 0s - loss: 0.1093 - dice_coefficient: 0.9452 Epoch 21: loss did not improve from 0.03556 400/400 [==============================] - 232s 580ms/step - loss: 0.1092 - dice_coefficient: 0.9453 - val_loss: 0.7041 - val_dice_coefficient: 0.6666 - lr: 4.0000e-06 Epoch 22/30 Epoch 22: loss did not improve from 0.03556 1/400 [..............................] - ETA: 3:43 - loss: 0.5658 - dice_coefficient: 0.5766 Epoch 22: loss did not improve from 0.03556 2/400 [..............................] - ETA: 3:49 - loss: 0.2915 - dice_coefficient: 0.7818 Epoch 22: loss did not improve from 0.03556 3/400 [..............................] - ETA: 3:47 - loss: 0.2032 - dice_coefficient: 0.8466 Epoch 22: loss did not improve from 0.03556 4/400 [..............................] - ETA: 3:46 - loss: 0.1718 - dice_coefficient: 0.8685 Epoch 22: loss did not improve from 0.03556 5/400 [..............................] - ETA: 3:45 - loss: 0.1454 - dice_coefficient: 0.8897 Epoch 22: loss did not improve from 0.03556 6/400 [..............................] - ETA: 3:44 - loss: 0.1248 - dice_coefficient: 0.9055 Epoch 22: loss did not improve from 0.03556 7/400 [..............................] - ETA: 3:44 - loss: 0.1111 - dice_coefficient: 0.9167 Epoch 22: loss did not improve from 0.03556 8/400 [..............................] - ETA: 3:43 - loss: 0.1003 - dice_coefficient: 0.9249 Epoch 22: loss did not improve from 0.03556 9/400 [..............................] - ETA: 3:43 - loss: 0.0912 - dice_coefficient: 0.9321 Epoch 22: loss did not improve from 0.03556 10/400 [..............................] - ETA: 3:42 - loss: 0.1057 - dice_coefficient: 0.9189 Epoch 22: loss did not improve from 0.03556 11/400 [..............................] - ETA: 3:42 - loss: 0.0988 - dice_coefficient: 0.9242 Epoch 22: loss did not improve from 0.03556 12/400 [..............................] - ETA: 3:41 - loss: 0.0923 - dice_coefficient: 0.9291 Epoch 22: loss did not improve from 0.03556 13/400 [..............................] - ETA: 3:41 - loss: 0.0875 - dice_coefficient: 0.9326 Epoch 22: loss did not improve from 0.03556 14/400 [>.............................] - ETA: 3:40 - loss: 0.0851 - dice_coefficient: 0.9341 Epoch 22: loss did not improve from 0.03556 15/400 [>.............................] - ETA: 3:39 - loss: 0.0848 - dice_coefficient: 0.9338 Epoch 22: loss did not improve from 0.03556 16/400 [>.............................] - ETA: 3:39 - loss: 0.0808 - dice_coefficient: 0.9372 Epoch 22: loss did not improve from 0.03556 17/400 [>.............................] - ETA: 3:38 - loss: 0.0784 - dice_coefficient: 0.9394 Epoch 22: loss did not improve from 0.03556 18/400 [>.............................] - ETA: 3:38 - loss: 0.0752 - dice_coefficient: 0.9417 Epoch 22: loss did not improve from 0.03556 19/400 [>.............................] - ETA: 3:37 - loss: 0.0737 - dice_coefficient: 0.9428 Epoch 22: loss did not improve from 0.03556 20/400 [>.............................] - ETA: 3:38 - loss: 0.0735 - dice_coefficient: 0.9432 Epoch 22: loss did not improve from 0.03556 21/400 [>.............................] - ETA: 3:37 - loss: 0.0720 - dice_coefficient: 0.9444 Epoch 22: loss did not improve from 0.03556 22/400 [>.............................] - ETA: 3:36 - loss: 0.0703 - dice_coefficient: 0.9459 Epoch 22: loss did not improve from 0.03556 23/400 [>.............................] - ETA: 3:36 - loss: 0.0736 - dice_coefficient: 0.9430 Epoch 22: loss did not improve from 0.03556 24/400 [>.............................] - ETA: 3:35 - loss: 0.0720 - dice_coefficient: 0.9441 Epoch 22: loss did not improve from 0.03556 25/400 [>.............................] - ETA: 3:35 - loss: 0.0731 - dice_coefficient: 0.9427 Epoch 22: loss did not improve from 0.03556 26/400 [>.............................] - ETA: 3:34 - loss: 0.0715 - dice_coefficient: 0.9438 Epoch 22: loss did not improve from 0.03556 27/400 [=>............................] - ETA: 3:33 - loss: 0.0702 - dice_coefficient: 0.9449 Epoch 22: loss did not improve from 0.03556 28/400 [=>............................] - ETA: 3:33 - loss: 0.0684 - dice_coefficient: 0.9462 Epoch 22: loss did not improve from 0.03556 29/400 [=>............................] - ETA: 3:32 - loss: 0.0716 - dice_coefficient: 0.9430 Epoch 22: loss did not improve from 0.03556 30/400 [=>............................] - ETA: 3:32 - loss: 0.0710 - dice_coefficient: 0.9436 Epoch 22: loss did not improve from 0.03556 31/400 [=>............................] - ETA: 3:31 - loss: 0.0694 - dice_coefficient: 0.9449 Epoch 22: loss did not improve from 0.03556 32/400 [=>............................] - ETA: 3:30 - loss: 0.0701 - dice_coefficient: 0.9439 Epoch 22: loss did not improve from 0.03556 33/400 [=>............................] - ETA: 3:30 - loss: 0.0700 - dice_coefficient: 0.9437 Epoch 22: loss did not improve from 0.03556 34/400 [=>............................] - ETA: 3:29 - loss: 0.0685 - dice_coefficient: 0.9450 Epoch 22: loss did not improve from 0.03556 35/400 [=>............................] - ETA: 3:29 - loss: 0.0679 - dice_coefficient: 0.9454 Epoch 22: loss did not improve from 0.03556 36/400 [=>............................] - ETA: 3:28 - loss: 0.0668 - dice_coefficient: 0.9465 Epoch 22: loss did not improve from 0.03556 37/400 [=>............................] - ETA: 3:28 - loss: 0.0661 - dice_coefficient: 0.9473 Epoch 22: loss did not improve from 0.03556 38/400 [=>............................] - ETA: 3:27 - loss: 0.0661 - dice_coefficient: 0.9474 Epoch 22: loss did not improve from 0.03556 39/400 [=>............................] - ETA: 3:26 - loss: 0.0723 - dice_coefficient: 0.9427 Epoch 22: loss did not improve from 0.03556 40/400 [==>...........................] - ETA: 3:26 - loss: 0.0711 - dice_coefficient: 0.9437 Epoch 22: loss did not improve from 0.03556 41/400 [==>...........................] - ETA: 3:25 - loss: 0.0708 - dice_coefficient: 0.9439 Epoch 22: loss did not improve from 0.03556 42/400 [==>...........................] - ETA: 3:25 - loss: 0.0706 - dice_coefficient: 0.9439 Epoch 22: loss did not improve from 0.03556 43/400 [==>...........................] - ETA: 3:24 - loss: 0.0692 - dice_coefficient: 0.9450 Epoch 22: loss did not improve from 0.03556 44/400 [==>...........................] - ETA: 3:23 - loss: 0.0707 - dice_coefficient: 0.9440 Epoch 22: loss did not improve from 0.03556 45/400 [==>...........................] - ETA: 3:23 - loss: 0.0701 - dice_coefficient: 0.9445 Epoch 22: loss did not improve from 0.03556 46/400 [==>...........................] - ETA: 3:22 - loss: 0.0694 - dice_coefficient: 0.9453 Epoch 22: loss did not improve from 0.03556 47/400 [==>...........................] - ETA: 3:22 - loss: 0.0682 - dice_coefficient: 0.9463 Epoch 22: loss did not improve from 0.03556 48/400 [==>...........................] - ETA: 3:21 - loss: 0.0674 - dice_coefficient: 0.9469 Epoch 22: loss did not improve from 0.03556 49/400 [==>...........................] - ETA: 3:21 - loss: 0.0665 - dice_coefficient: 0.9476 Epoch 22: loss did not improve from 0.03556 50/400 [==>...........................] - ETA: 3:20 - loss: 0.0656 - dice_coefficient: 0.9483 Epoch 22: loss did not improve from 0.03556 51/400 [==>...........................] - ETA: 3:19 - loss: 0.0650 - dice_coefficient: 0.9490 Epoch 22: loss did not improve from 0.03556 52/400 [==>...........................] - ETA: 3:19 - loss: 0.0642 - dice_coefficient: 0.9496 Epoch 22: loss did not improve from 0.03556 53/400 [==>...........................] - ETA: 3:18 - loss: 0.0633 - dice_coefficient: 0.9503 Epoch 22: loss did not improve from 0.03556 54/400 [===>..........................] - ETA: 3:18 - loss: 0.0630 - dice_coefficient: 0.9506 Epoch 22: loss did not improve from 0.03556 55/400 [===>..........................] - ETA: 3:17 - loss: 0.0625 - dice_coefficient: 0.9510 Epoch 22: loss did not improve from 0.03556 56/400 [===>..........................] - ETA: 3:17 - loss: 0.0634 - dice_coefficient: 0.9500 Epoch 22: loss did not improve from 0.03556 57/400 [===>..........................] - ETA: 3:16 - loss: 0.0634 - dice_coefficient: 0.9504 Epoch 22: loss did not improve from 0.03556 58/400 [===>..........................] - ETA: 3:15 - loss: 0.0635 - dice_coefficient: 0.9506 Epoch 22: loss did not improve from 0.03556 59/400 [===>..........................] - ETA: 3:15 - loss: 0.0630 - dice_coefficient: 0.9511 Epoch 22: loss did not improve from 0.03556 60/400 [===>..........................] - ETA: 3:14 - loss: 0.0634 - dice_coefficient: 0.9506 Epoch 22: loss did not improve from 0.03556 61/400 [===>..........................] - ETA: 3:14 - loss: 0.0627 - dice_coefficient: 0.9512 Epoch 22: loss did not improve from 0.03556 62/400 [===>..........................] - ETA: 3:13 - loss: 0.0624 - dice_coefficient: 0.9513 Epoch 22: loss did not improve from 0.03556 63/400 [===>..........................] - ETA: 3:13 - loss: 0.0619 - dice_coefficient: 0.9516 Epoch 22: loss did not improve from 0.03556 64/400 [===>..........................] - ETA: 3:12 - loss: 0.0616 - dice_coefficient: 0.9519 Epoch 22: loss did not improve from 0.03556 65/400 [===>..........................] - ETA: 3:12 - loss: 0.0613 - dice_coefficient: 0.9521 Epoch 22: loss did not improve from 0.03556 66/400 [===>..........................] - ETA: 3:11 - loss: 0.0608 - dice_coefficient: 0.9525 Epoch 22: loss did not improve from 0.03556 67/400 [====>.........................] - ETA: 3:10 - loss: 0.0604 - dice_coefficient: 0.9528 Epoch 22: loss did not improve from 0.03556 68/400 [====>.........................] - ETA: 3:10 - loss: 0.0598 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 69/400 [====>.........................] - ETA: 3:09 - loss: 0.0592 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 70/400 [====>.........................] - ETA: 3:09 - loss: 0.0587 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 71/400 [====>.........................] - ETA: 3:08 - loss: 0.0595 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 72/400 [====>.........................] - ETA: 3:08 - loss: 0.0593 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 73/400 [====>.........................] - ETA: 3:07 - loss: 0.0589 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 74/400 [====>.........................] - ETA: 3:06 - loss: 0.0583 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 75/400 [====>.........................] - ETA: 3:06 - loss: 0.0587 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 76/400 [====>.........................] - ETA: 3:05 - loss: 0.0584 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 77/400 [====>.........................] - ETA: 3:05 - loss: 0.0595 - dice_coefficient: 0.9531 Epoch 22: loss did not improve from 0.03556 78/400 [====>.........................] - ETA: 3:04 - loss: 0.0592 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 79/400 [====>.........................] - ETA: 3:04 - loss: 0.0594 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 80/400 [=====>........................] - ETA: 3:03 - loss: 0.0591 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 81/400 [=====>........................] - ETA: 3:02 - loss: 0.0588 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 82/400 [=====>........................] - ETA: 3:02 - loss: 0.0583 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 83/400 [=====>........................] - ETA: 3:01 - loss: 0.0580 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 84/400 [=====>........................] - ETA: 3:01 - loss: 0.0579 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 85/400 [=====>........................] - ETA: 3:00 - loss: 0.0591 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 86/400 [=====>........................] - ETA: 2:59 - loss: 0.0588 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 87/400 [=====>........................] - ETA: 2:59 - loss: 0.0587 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 88/400 [=====>........................] - ETA: 2:58 - loss: 0.0589 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 89/400 [=====>........................] - ETA: 2:58 - loss: 0.0588 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 90/400 [=====>........................] - ETA: 2:57 - loss: 0.0591 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 91/400 [=====>........................] - ETA: 2:57 - loss: 0.0598 - dice_coefficient: 0.9528 Epoch 22: loss did not improve from 0.03556 92/400 [=====>........................] - ETA: 2:56 - loss: 0.0595 - dice_coefficient: 0.9531 Epoch 22: loss did not improve from 0.03556 93/400 [=====>........................] - ETA: 2:55 - loss: 0.0591 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 94/400 [======>.......................] - ETA: 2:55 - loss: 0.0589 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 95/400 [======>.......................] - ETA: 2:54 - loss: 0.0588 - dice_coefficient: 0.9539 Epoch 22: loss did not improve from 0.03556 96/400 [======>.......................] - ETA: 2:54 - loss: 0.0585 - dice_coefficient: 0.9540 Epoch 22: loss did not improve from 0.03556 97/400 [======>.......................] - ETA: 2:53 - loss: 0.0592 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 98/400 [======>.......................] - ETA: 2:52 - loss: 0.0592 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 99/400 [======>.......................] - ETA: 2:52 - loss: 0.0605 - dice_coefficient: 0.9522 Epoch 22: loss did not improve from 0.03556 100/400 [======>.......................] - ETA: 2:51 - loss: 0.0601 - dice_coefficient: 0.9525 Epoch 22: loss did not improve from 0.03556 101/400 [======>.......................] - ETA: 2:51 - loss: 0.0599 - dice_coefficient: 0.9527 Epoch 22: loss did not improve from 0.03556 102/400 [======>.......................] - ETA: 2:50 - loss: 0.0595 - dice_coefficient: 0.9531 Epoch 22: loss did not improve from 0.03556 103/400 [======>.......................] - ETA: 2:50 - loss: 0.0591 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 104/400 [======>.......................] - ETA: 2:49 - loss: 0.0588 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 105/400 [======>.......................] - ETA: 2:48 - loss: 0.0584 - dice_coefficient: 0.9540 Epoch 22: loss did not improve from 0.03556 106/400 [======>.......................] - ETA: 2:48 - loss: 0.0581 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 107/400 [=======>......................] - ETA: 2:47 - loss: 0.0582 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 108/400 [=======>......................] - ETA: 2:47 - loss: 0.0579 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 109/400 [=======>......................] - ETA: 2:46 - loss: 0.0576 - dice_coefficient: 0.9547 Epoch 22: loss did not improve from 0.03556 110/400 [=======>......................] - ETA: 2:46 - loss: 0.0573 - dice_coefficient: 0.9550 Epoch 22: loss did not improve from 0.03556 111/400 [=======>......................] - ETA: 2:45 - loss: 0.0570 - dice_coefficient: 0.9552 Epoch 22: loss did not improve from 0.03556 112/400 [=======>......................] - ETA: 2:44 - loss: 0.0566 - dice_coefficient: 0.9555 Epoch 22: loss did not improve from 0.03556 113/400 [=======>......................] - ETA: 2:44 - loss: 0.0562 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 114/400 [=======>......................] - ETA: 2:43 - loss: 0.0562 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 115/400 [=======>......................] - ETA: 2:43 - loss: 0.0559 - dice_coefficient: 0.9562 Epoch 22: loss did not improve from 0.03556 116/400 [=======>......................] - ETA: 2:42 - loss: 0.0558 - dice_coefficient: 0.9562 Epoch 22: loss did not improve from 0.03556 117/400 [=======>......................] - ETA: 2:41 - loss: 0.0558 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 118/400 [=======>......................] - ETA: 2:41 - loss: 0.0569 - dice_coefficient: 0.9551 Epoch 22: loss did not improve from 0.03556 119/400 [=======>......................] - ETA: 2:40 - loss: 0.0571 - dice_coefficient: 0.9550 Epoch 22: loss did not improve from 0.03556 120/400 [========>.....................] - ETA: 2:40 - loss: 0.0570 - dice_coefficient: 0.9550 Epoch 22: loss did not improve from 0.03556 121/400 [========>.....................] - ETA: 2:39 - loss: 0.0567 - dice_coefficient: 0.9553 Epoch 22: loss did not improve from 0.03556 122/400 [========>.....................] - ETA: 2:39 - loss: 0.0564 - dice_coefficient: 0.9555 Epoch 22: loss did not improve from 0.03556 123/400 [========>.....................] - ETA: 2:38 - loss: 0.0565 - dice_coefficient: 0.9554 Epoch 22: loss did not improve from 0.03556 124/400 [========>.....................] - ETA: 2:37 - loss: 0.0562 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 125/400 [========>.....................] - ETA: 2:37 - loss: 0.0559 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 126/400 [========>.....................] - ETA: 2:36 - loss: 0.0558 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 127/400 [========>.....................] - ETA: 2:36 - loss: 0.0559 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 128/400 [========>.....................] - ETA: 2:35 - loss: 0.0556 - dice_coefficient: 0.9564 Epoch 22: loss did not improve from 0.03556 129/400 [========>.....................] - ETA: 2:35 - loss: 0.0569 - dice_coefficient: 0.9552 Epoch 22: loss did not improve from 0.03556 130/400 [========>.....................] - ETA: 2:34 - loss: 0.0568 - dice_coefficient: 0.9554 Epoch 22: loss did not improve from 0.03556 131/400 [========>.....................] - ETA: 2:33 - loss: 0.0568 - dice_coefficient: 0.9554 Epoch 22: loss did not improve from 0.03556 132/400 [========>.....................] - ETA: 2:33 - loss: 0.0567 - dice_coefficient: 0.9556 Epoch 22: loss did not improve from 0.03556 133/400 [========>.....................] - ETA: 2:32 - loss: 0.0565 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 134/400 [=========>....................] - ETA: 2:32 - loss: 0.0569 - dice_coefficient: 0.9554 Epoch 22: loss did not improve from 0.03556 135/400 [=========>....................] - ETA: 2:31 - loss: 0.0582 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 136/400 [=========>....................] - ETA: 2:31 - loss: 0.0579 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 137/400 [=========>....................] - ETA: 2:30 - loss: 0.0578 - dice_coefficient: 0.9546 Epoch 22: loss did not improve from 0.03556 138/400 [=========>....................] - ETA: 2:29 - loss: 0.0577 - dice_coefficient: 0.9547 Epoch 22: loss did not improve from 0.03556 139/400 [=========>....................] - ETA: 2:29 - loss: 0.0579 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 140/400 [=========>....................] - ETA: 2:28 - loss: 0.0580 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 141/400 [=========>....................] - ETA: 2:28 - loss: 0.0577 - dice_coefficient: 0.9546 Epoch 22: loss did not improve from 0.03556 142/400 [=========>....................] - ETA: 2:27 - loss: 0.0578 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 143/400 [=========>....................] - ETA: 2:27 - loss: 0.0576 - dice_coefficient: 0.9546 Epoch 22: loss did not improve from 0.03556 144/400 [=========>....................] - ETA: 2:26 - loss: 0.0578 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 145/400 [=========>....................] - ETA: 2:25 - loss: 0.0576 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 146/400 [=========>....................] - ETA: 2:25 - loss: 0.0575 - dice_coefficient: 0.9546 Epoch 22: loss did not improve from 0.03556 147/400 [==========>...................] - ETA: 2:24 - loss: 0.0571 - dice_coefficient: 0.9549 Epoch 22: loss did not improve from 0.03556 148/400 [==========>...................] - ETA: 2:24 - loss: 0.0572 - dice_coefficient: 0.9548 Epoch 22: loss did not improve from 0.03556 149/400 [==========>...................] - ETA: 2:23 - loss: 0.0572 - dice_coefficient: 0.9547 Epoch 22: loss did not improve from 0.03556 150/400 [==========>...................] - ETA: 2:23 - loss: 0.0570 - dice_coefficient: 0.9549 Epoch 22: loss did not improve from 0.03556 151/400 [==========>...................] - ETA: 2:22 - loss: 0.0568 - dice_coefficient: 0.9552 Epoch 22: loss did not improve from 0.03556 152/400 [==========>...................] - ETA: 2:21 - loss: 0.0567 - dice_coefficient: 0.9553 Epoch 22: loss did not improve from 0.03556 153/400 [==========>...................] - ETA: 2:21 - loss: 0.0567 - dice_coefficient: 0.9552 Epoch 22: loss did not improve from 0.03556 154/400 [==========>...................] - ETA: 2:20 - loss: 0.0566 - dice_coefficient: 0.9554 Epoch 22: loss did not improve from 0.03556 155/400 [==========>...................] - ETA: 2:20 - loss: 0.0564 - dice_coefficient: 0.9555 Epoch 22: loss did not improve from 0.03556 156/400 [==========>...................] - ETA: 2:19 - loss: 0.0562 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 157/400 [==========>...................] - ETA: 2:19 - loss: 0.0562 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 158/400 [==========>...................] - ETA: 2:18 - loss: 0.0560 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 159/400 [==========>...................] - ETA: 2:17 - loss: 0.0560 - dice_coefficient: 0.9559 Epoch 22: loss did not improve from 0.03556 160/400 [===========>..................] - ETA: 2:17 - loss: 0.0560 - dice_coefficient: 0.9559 Epoch 22: loss did not improve from 0.03556 161/400 [===========>..................] - ETA: 2:16 - loss: 0.0558 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0556 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 163/400 [===========>..................] - ETA: 2:15 - loss: 0.0555 - dice_coefficient: 0.9564 Epoch 22: loss did not improve from 0.03556 164/400 [===========>..................] - ETA: 2:15 - loss: 0.0559 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 165/400 [===========>..................] - ETA: 2:14 - loss: 0.0558 - dice_coefficient: 0.9562 Epoch 22: loss did not improve from 0.03556 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0556 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 167/400 [===========>..................] - ETA: 2:13 - loss: 0.0555 - dice_coefficient: 0.9564 Epoch 22: loss did not improve from 0.03556 168/400 [===========>..................] - ETA: 2:12 - loss: 0.0553 - dice_coefficient: 0.9565 Epoch 22: loss did not improve from 0.03556 169/400 [===========>..................] - ETA: 2:12 - loss: 0.0551 - dice_coefficient: 0.9567 Epoch 22: loss did not improve from 0.03556 170/400 [===========>..................] - ETA: 2:11 - loss: 0.0550 - dice_coefficient: 0.9568 Epoch 22: loss did not improve from 0.03556 171/400 [===========>..................] - ETA: 2:11 - loss: 0.0549 - dice_coefficient: 0.9569 Epoch 22: loss did not improve from 0.03556 172/400 [===========>..................] - ETA: 2:10 - loss: 0.0548 - dice_coefficient: 0.9569 Epoch 22: loss did not improve from 0.03556 173/400 [===========>..................] - ETA: 2:10 - loss: 0.0546 - dice_coefficient: 0.9571 Epoch 22: loss did not improve from 0.03556 174/400 [============>.................] - ETA: 2:09 - loss: 0.0548 - dice_coefficient: 0.9571 Epoch 22: loss did not improve from 0.03556 175/400 [============>.................] - ETA: 2:08 - loss: 0.0557 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 176/400 [============>.................] - ETA: 2:08 - loss: 0.0555 - dice_coefficient: 0.9565 Epoch 22: loss did not improve from 0.03556 177/400 [============>.................] - ETA: 2:07 - loss: 0.0561 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 178/400 [============>.................] - ETA: 2:07 - loss: 0.0559 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 179/400 [============>.................] - ETA: 2:06 - loss: 0.0558 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 180/400 [============>.................] - ETA: 2:06 - loss: 0.0557 - dice_coefficient: 0.9565 Epoch 22: loss did not improve from 0.03556 181/400 [============>.................] - ETA: 2:05 - loss: 0.0565 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 182/400 [============>.................] - ETA: 2:04 - loss: 0.0564 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 183/400 [============>.................] - ETA: 2:04 - loss: 0.0565 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 184/400 [============>.................] - ETA: 2:03 - loss: 0.0574 - dice_coefficient: 0.9551 Epoch 22: loss did not improve from 0.03556 185/400 [============>.................] - ETA: 2:03 - loss: 0.0574 - dice_coefficient: 0.9551 Epoch 22: loss did not improve from 0.03556 186/400 [============>.................] - ETA: 2:02 - loss: 0.0574 - dice_coefficient: 0.9551 Epoch 22: loss did not improve from 0.03556 187/400 [=============>................] - ETA: 2:02 - loss: 0.0573 - dice_coefficient: 0.9552 Epoch 22: loss did not improve from 0.03556 188/400 [=============>................] - ETA: 2:01 - loss: 0.0579 - dice_coefficient: 0.9547 Epoch 22: loss did not improve from 0.03556 189/400 [=============>................] - ETA: 2:00 - loss: 0.0577 - dice_coefficient: 0.9548 Epoch 22: loss did not improve from 0.03556 190/400 [=============>................] - ETA: 2:00 - loss: 0.0578 - dice_coefficient: 0.9549 Epoch 22: loss did not improve from 0.03556 191/400 [=============>................] - ETA: 1:59 - loss: 0.0579 - dice_coefficient: 0.9548 Epoch 22: loss did not improve from 0.03556 192/400 [=============>................] - ETA: 1:59 - loss: 0.0578 - dice_coefficient: 0.9549 Epoch 22: loss did not improve from 0.03556 193/400 [=============>................] - ETA: 1:58 - loss: 0.0576 - dice_coefficient: 0.9550 Epoch 22: loss did not improve from 0.03556 194/400 [=============>................] - ETA: 1:58 - loss: 0.0579 - dice_coefficient: 0.9548 Epoch 22: loss did not improve from 0.03556 195/400 [=============>................] - ETA: 1:57 - loss: 0.0579 - dice_coefficient: 0.9548 Epoch 22: loss did not improve from 0.03556 196/400 [=============>................] - ETA: 1:56 - loss: 0.0577 - dice_coefficient: 0.9549 Epoch 22: loss did not improve from 0.03556 197/400 [=============>................] - ETA: 1:56 - loss: 0.0576 - dice_coefficient: 0.9550 Epoch 22: loss did not improve from 0.03556 198/400 [=============>................] - ETA: 1:55 - loss: 0.0575 - dice_coefficient: 0.9551 Epoch 22: loss did not improve from 0.03556 199/400 [=============>................] - ETA: 1:55 - loss: 0.0573 - dice_coefficient: 0.9552 Epoch 22: loss did not improve from 0.03556 200/400 [==============>...............] - ETA: 1:54 - loss: 0.0572 - dice_coefficient: 0.9552 Epoch 22: loss did not improve from 0.03556 201/400 [==============>...............] - ETA: 1:54 - loss: 0.0572 - dice_coefficient: 0.9554 Epoch 22: loss did not improve from 0.03556 202/400 [==============>...............] - ETA: 1:53 - loss: 0.0570 - dice_coefficient: 0.9555 Epoch 22: loss did not improve from 0.03556 203/400 [==============>...............] - ETA: 1:52 - loss: 0.0571 - dice_coefficient: 0.9554 Epoch 22: loss did not improve from 0.03556 204/400 [==============>...............] - ETA: 1:52 - loss: 0.0570 - dice_coefficient: 0.9556 Epoch 22: loss did not improve from 0.03556 205/400 [==============>...............] - ETA: 1:51 - loss: 0.0569 - dice_coefficient: 0.9556 Epoch 22: loss did not improve from 0.03556 206/400 [==============>...............] - ETA: 1:51 - loss: 0.0567 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 207/400 [==============>...............] - ETA: 1:50 - loss: 0.0566 - dice_coefficient: 0.9559 Epoch 22: loss did not improve from 0.03556 208/400 [==============>...............] - ETA: 1:50 - loss: 0.0565 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 209/400 [==============>...............] - ETA: 1:49 - loss: 0.0563 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 210/400 [==============>...............] - ETA: 1:48 - loss: 0.0562 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 211/400 [==============>...............] - ETA: 1:48 - loss: 0.0563 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 212/400 [==============>...............] - ETA: 1:47 - loss: 0.0561 - dice_coefficient: 0.9562 Epoch 22: loss did not improve from 0.03556 213/400 [==============>...............] - ETA: 1:47 - loss: 0.0560 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 214/400 [===============>..............] - ETA: 1:46 - loss: 0.0560 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 215/400 [===============>..............] - ETA: 1:45 - loss: 0.0558 - dice_coefficient: 0.9564 Epoch 22: loss did not improve from 0.03556 216/400 [===============>..............] - ETA: 1:45 - loss: 0.0563 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 217/400 [===============>..............] - ETA: 1:44 - loss: 0.0565 - dice_coefficient: 0.9559 Epoch 22: loss did not improve from 0.03556 218/400 [===============>..............] - ETA: 1:44 - loss: 0.0563 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 219/400 [===============>..............] - ETA: 1:43 - loss: 0.0564 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 220/400 [===============>..............] - ETA: 1:43 - loss: 0.0562 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 221/400 [===============>..............] - ETA: 1:42 - loss: 0.0560 - dice_coefficient: 0.9562 Epoch 22: loss did not improve from 0.03556 222/400 [===============>..............] - ETA: 1:41 - loss: 0.0559 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 223/400 [===============>..............] - ETA: 1:41 - loss: 0.0557 - dice_coefficient: 0.9565 Epoch 22: loss did not improve from 0.03556 224/400 [===============>..............] - ETA: 1:40 - loss: 0.0558 - dice_coefficient: 0.9564 Epoch 22: loss did not improve from 0.03556 225/400 [===============>..............] - ETA: 1:40 - loss: 0.0557 - dice_coefficient: 0.9565 Epoch 22: loss did not improve from 0.03556 226/400 [===============>..............] - ETA: 1:39 - loss: 0.0560 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 227/400 [================>.............] - ETA: 1:39 - loss: 0.0559 - dice_coefficient: 0.9564 Epoch 22: loss did not improve from 0.03556 228/400 [================>.............] - ETA: 1:38 - loss: 0.0568 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 229/400 [================>.............] - ETA: 1:37 - loss: 0.0566 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 230/400 [================>.............] - ETA: 1:37 - loss: 0.0567 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 231/400 [================>.............] - ETA: 1:36 - loss: 0.0567 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 232/400 [================>.............] - ETA: 1:36 - loss: 0.0568 - dice_coefficient: 0.9557 Epoch 22: loss did not improve from 0.03556 233/400 [================>.............] - ETA: 1:35 - loss: 0.0566 - dice_coefficient: 0.9558 Epoch 22: loss did not improve from 0.03556 234/400 [================>.............] - ETA: 1:35 - loss: 0.0567 - dice_coefficient: 0.9559 Epoch 22: loss did not improve from 0.03556 235/400 [================>.............] - ETA: 1:34 - loss: 0.0567 - dice_coefficient: 0.9559 Epoch 22: loss did not improve from 0.03556 236/400 [================>.............] - ETA: 1:33 - loss: 0.0566 - dice_coefficient: 0.9559 Epoch 22: loss did not improve from 0.03556 237/400 [================>.............] - ETA: 1:33 - loss: 0.0565 - dice_coefficient: 0.9560 Epoch 22: loss did not improve from 0.03556 238/400 [================>.............] - ETA: 1:32 - loss: 0.0564 - dice_coefficient: 0.9561 Epoch 22: loss did not improve from 0.03556 239/400 [================>.............] - ETA: 1:32 - loss: 0.0563 - dice_coefficient: 0.9562 Epoch 22: loss did not improve from 0.03556 240/400 [=================>............] - ETA: 1:31 - loss: 0.0562 - dice_coefficient: 0.9562 Epoch 22: loss did not improve from 0.03556 241/400 [=================>............] - ETA: 1:31 - loss: 0.0561 - dice_coefficient: 0.9563 Epoch 22: loss did not improve from 0.03556 242/400 [=================>............] - ETA: 1:30 - loss: 0.0560 - dice_coefficient: 0.9564 Epoch 22: loss did not improve from 0.03556 243/400 [=================>............] - ETA: 1:29 - loss: 0.0559 - dice_coefficient: 0.9565 Epoch 22: loss did not improve from 0.03556 244/400 [=================>............] - ETA: 1:29 - loss: 0.0558 - dice_coefficient: 0.9566 Epoch 22: loss did not improve from 0.03556 245/400 [=================>............] - ETA: 1:28 - loss: 0.1216 - dice_coefficient: 0.9527 Epoch 22: loss did not improve from 0.03556 246/400 [=================>............] - ETA: 1:28 - loss: 0.1214 - dice_coefficient: 0.9527 Epoch 22: loss did not improve from 0.03556 247/400 [=================>............] - ETA: 1:27 - loss: 0.1211 - dice_coefficient: 0.9526 Epoch 22: loss did not improve from 0.03556 248/400 [=================>............] - ETA: 1:27 - loss: 0.1212 - dice_coefficient: 0.9524 Epoch 22: loss did not improve from 0.03556 249/400 [=================>............] - ETA: 1:26 - loss: 0.1209 - dice_coefficient: 0.9524 Epoch 22: loss did not improve from 0.03556 250/400 [=================>............] - ETA: 1:25 - loss: 0.1205 - dice_coefficient: 0.9525 Epoch 22: loss did not improve from 0.03556 251/400 [=================>............] - ETA: 1:25 - loss: 0.1204 - dice_coefficient: 0.9525 Epoch 22: loss did not improve from 0.03556 252/400 [=================>............] - ETA: 1:24 - loss: 0.1200 - dice_coefficient: 0.9526 Epoch 22: loss did not improve from 0.03556 253/400 [=================>............] - ETA: 1:24 - loss: 0.1197 - dice_coefficient: 0.9527 Epoch 22: loss did not improve from 0.03556 254/400 [==================>...........] - ETA: 1:23 - loss: 0.1195 - dice_coefficient: 0.9526 Epoch 22: loss did not improve from 0.03556 255/400 [==================>...........] - ETA: 1:23 - loss: 0.1193 - dice_coefficient: 0.9526 Epoch 22: loss did not improve from 0.03556 256/400 [==================>...........] - ETA: 1:22 - loss: 0.1189 - dice_coefficient: 0.9527 Epoch 22: loss did not improve from 0.03556 257/400 [==================>...........] - ETA: 1:21 - loss: 0.1185 - dice_coefficient: 0.9528 Epoch 22: loss did not improve from 0.03556 258/400 [==================>...........] - ETA: 1:21 - loss: 0.1181 - dice_coefficient: 0.9529 Epoch 22: loss did not improve from 0.03556 259/400 [==================>...........] - ETA: 1:20 - loss: 0.1178 - dice_coefficient: 0.9531 Epoch 22: loss did not improve from 0.03556 260/400 [==================>...........] - ETA: 1:20 - loss: 0.1174 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 261/400 [==================>...........] - ETA: 1:19 - loss: 0.1170 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1167 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 263/400 [==================>...........] - ETA: 1:18 - loss: 0.1164 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 264/400 [==================>...........] - ETA: 1:17 - loss: 0.1160 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 265/400 [==================>...........] - ETA: 1:17 - loss: 0.1156 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 266/400 [==================>...........] - ETA: 1:16 - loss: 0.1153 - dice_coefficient: 0.9539 Epoch 22: loss did not improve from 0.03556 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1150 - dice_coefficient: 0.9539 Epoch 22: loss did not improve from 0.03556 268/400 [===================>..........] - ETA: 1:15 - loss: 0.1153 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1149 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 270/400 [===================>..........] - ETA: 1:14 - loss: 0.1150 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 271/400 [===================>..........] - ETA: 1:13 - loss: 0.1147 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 272/400 [===================>..........] - ETA: 1:13 - loss: 0.1144 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 273/400 [===================>..........] - ETA: 1:12 - loss: 0.1142 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1140 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 275/400 [===================>..........] - ETA: 1:11 - loss: 0.1136 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1135 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 277/400 [===================>..........] - ETA: 1:10 - loss: 0.1134 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 278/400 [===================>..........] - ETA: 1:09 - loss: 0.1132 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1130 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 280/400 [====================>.........] - ETA: 1:08 - loss: 0.1127 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1126 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 282/400 [====================>.........] - ETA: 1:07 - loss: 0.1128 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1125 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 284/400 [====================>.........] - ETA: 1:06 - loss: 0.1124 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 285/400 [====================>.........] - ETA: 1:05 - loss: 0.1121 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1120 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 287/400 [====================>.........] - ETA: 1:04 - loss: 0.1118 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1115 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1114 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1111 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1109 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 292/400 [====================>.........] - ETA: 1:01 - loss: 0.1108 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1107 - dice_coefficient: 0.9532 Epoch 22: loss did not improve from 0.03556 294/400 [=====================>........] - ETA: 1:00 - loss: 0.1105 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1102 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 296/400 [=====================>........] - ETA: 59s - loss: 0.1099 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 297/400 [=====================>........] - ETA: 58s - loss: 0.1097 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 298/400 [=====================>........] - ETA: 58s - loss: 0.1095 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 299/400 [=====================>........] - ETA: 57s - loss: 0.1093 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 300/400 [=====================>........] - ETA: 57s - loss: 0.1091 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 301/400 [=====================>........] - ETA: 56s - loss: 0.1087 - dice_coefficient: 0.9539 Epoch 22: loss did not improve from 0.03556 302/400 [=====================>........] - ETA: 56s - loss: 0.1084 - dice_coefficient: 0.9540 Epoch 22: loss did not improve from 0.03556 303/400 [=====================>........] - ETA: 55s - loss: 0.1082 - dice_coefficient: 0.9540 Epoch 22: loss did not improve from 0.03556 304/400 [=====================>........] - ETA: 54s - loss: 0.1079 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 305/400 [=====================>........] - ETA: 54s - loss: 0.1078 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 306/400 [=====================>........] - ETA: 53s - loss: 0.1075 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 307/400 [======================>.......] - ETA: 53s - loss: 0.1072 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 308/400 [======================>.......] - ETA: 52s - loss: 0.1070 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 309/400 [======================>.......] - ETA: 52s - loss: 0.1067 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 310/400 [======================>.......] - ETA: 51s - loss: 0.1067 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 311/400 [======================>.......] - ETA: 50s - loss: 0.1066 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 312/400 [======================>.......] - ETA: 50s - loss: 0.1063 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 313/400 [======================>.......] - ETA: 49s - loss: 0.1061 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 314/400 [======================>.......] - ETA: 49s - loss: 0.1059 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 315/400 [======================>.......] - ETA: 48s - loss: 0.1058 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 316/400 [======================>.......] - ETA: 48s - loss: 0.1055 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 317/400 [======================>.......] - ETA: 47s - loss: 0.1056 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 318/400 [======================>.......] - ETA: 46s - loss: 0.1055 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 319/400 [======================>.......] - ETA: 46s - loss: 0.1053 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 320/400 [=======================>......] - ETA: 45s - loss: 0.1050 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 321/400 [=======================>......] - ETA: 45s - loss: 0.1048 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 322/400 [=======================>......] - ETA: 44s - loss: 0.1047 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 323/400 [=======================>......] - ETA: 44s - loss: 0.1052 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 324/400 [=======================>......] - ETA: 43s - loss: 0.1058 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 325/400 [=======================>......] - ETA: 42s - loss: 0.1056 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 326/400 [=======================>......] - ETA: 42s - loss: 0.1055 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 327/400 [=======================>......] - ETA: 41s - loss: 0.1053 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 328/400 [=======================>......] - ETA: 41s - loss: 0.1052 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 329/400 [=======================>......] - ETA: 40s - loss: 0.1049 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 330/400 [=======================>......] - ETA: 40s - loss: 0.1047 - dice_coefficient: 0.9539 Epoch 22: loss did not improve from 0.03556 331/400 [=======================>......] - ETA: 39s - loss: 0.1045 - dice_coefficient: 0.9540 Epoch 22: loss did not improve from 0.03556 332/400 [=======================>......] - ETA: 38s - loss: 0.1042 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 333/400 [=======================>......] - ETA: 38s - loss: 0.1045 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 334/400 [========================>.....] - ETA: 37s - loss: 0.1043 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 335/400 [========================>.....] - ETA: 37s - loss: 0.1049 - dice_coefficient: 0.9533 Epoch 22: loss did not improve from 0.03556 336/400 [========================>.....] - ETA: 36s - loss: 0.1046 - dice_coefficient: 0.9534 Epoch 22: loss did not improve from 0.03556 337/400 [========================>.....] - ETA: 36s - loss: 0.1044 - dice_coefficient: 0.9535 Epoch 22: loss did not improve from 0.03556 338/400 [========================>.....] - ETA: 35s - loss: 0.1041 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 339/400 [========================>.....] - ETA: 34s - loss: 0.1041 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 340/400 [========================>.....] - ETA: 34s - loss: 0.1039 - dice_coefficient: 0.9536 Epoch 22: loss did not improve from 0.03556 341/400 [========================>.....] - ETA: 33s - loss: 0.1037 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 342/400 [========================>.....] - ETA: 33s - loss: 0.1035 - dice_coefficient: 0.9537 Epoch 22: loss did not improve from 0.03556 343/400 [========================>.....] - ETA: 32s - loss: 0.1034 - dice_coefficient: 0.9538 Epoch 22: loss did not improve from 0.03556 344/400 [========================>.....] - ETA: 32s - loss: 0.1031 - dice_coefficient: 0.9539 Epoch 22: loss did not improve from 0.03556 345/400 [========================>.....] - ETA: 31s - loss: 0.1029 - dice_coefficient: 0.9539 Epoch 22: loss did not improve from 0.03556 346/400 [========================>.....] - ETA: 30s - loss: 0.1027 - dice_coefficient: 0.9540 Epoch 22: loss did not improve from 0.03556 347/400 [=========================>....] - ETA: 30s - loss: 0.1025 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 348/400 [=========================>....] - ETA: 29s - loss: 0.1023 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 349/400 [=========================>....] - ETA: 29s - loss: 0.1022 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 350/400 [=========================>....] - ETA: 28s - loss: 0.1020 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 351/400 [=========================>....] - ETA: 28s - loss: 0.1018 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 352/400 [=========================>....] - ETA: 27s - loss: 0.1015 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 353/400 [=========================>....] - ETA: 26s - loss: 0.1015 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 354/400 [=========================>....] - ETA: 26s - loss: 0.1013 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 355/400 [=========================>....] - ETA: 25s - loss: 0.1011 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 356/400 [=========================>....] - ETA: 25s - loss: 0.1009 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 357/400 [=========================>....] - ETA: 24s - loss: 0.1006 - dice_coefficient: 0.9546 Epoch 22: loss did not improve from 0.03556 358/400 [=========================>....] - ETA: 24s - loss: 0.1004 - dice_coefficient: 0.9547 Epoch 22: loss did not improve from 0.03556 359/400 [=========================>....] - ETA: 23s - loss: 0.1002 - dice_coefficient: 0.9547 Epoch 22: loss did not improve from 0.03556 360/400 [==========================>...] - ETA: 22s - loss: 0.1000 - dice_coefficient: 0.9548 Epoch 22: loss did not improve from 0.03556 361/400 [==========================>...] - ETA: 22s - loss: 0.1004 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 362/400 [==========================>...] - ETA: 21s - loss: 0.1003 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 363/400 [==========================>...] - ETA: 21s - loss: 0.1003 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 364/400 [==========================>...] - ETA: 20s - loss: 0.1001 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 365/400 [==========================>...] - ETA: 20s - loss: 0.0999 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 366/400 [==========================>...] - ETA: 19s - loss: 0.0997 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 367/400 [==========================>...] - ETA: 18s - loss: 0.0995 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 368/400 [==========================>...] - ETA: 18s - loss: 0.0994 - dice_coefficient: 0.9546 Epoch 22: loss did not improve from 0.03556 369/400 [==========================>...] - ETA: 17s - loss: 0.0992 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 370/400 [==========================>...] - ETA: 17s - loss: 0.0991 - dice_coefficient: 0.9546 Epoch 22: loss did not improve from 0.03556 371/400 [==========================>...] - ETA: 16s - loss: 0.0995 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 372/400 [==========================>...] - ETA: 16s - loss: 0.0993 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 373/400 [==========================>...] - ETA: 15s - loss: 0.0992 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 374/400 [===========================>..] - ETA: 14s - loss: 0.0992 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 375/400 [===========================>..] - ETA: 14s - loss: 0.0991 - dice_coefficient: 0.9540 Epoch 22: loss did not improve from 0.03556 376/400 [===========================>..] - ETA: 13s - loss: 0.0989 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 377/400 [===========================>..] - ETA: 13s - loss: 0.0988 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 378/400 [===========================>..] - ETA: 12s - loss: 0.0987 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 379/400 [===========================>..] - ETA: 12s - loss: 0.0985 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 380/400 [===========================>..] - ETA: 11s - loss: 0.0983 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 381/400 [===========================>..] - ETA: 10s - loss: 0.0983 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 382/400 [===========================>..] - ETA: 10s - loss: 0.0981 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 383/400 [===========================>..] - ETA: 9s - loss: 0.0979 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 384/400 [===========================>..] - ETA: 9s - loss: 0.0977 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 385/400 [===========================>..] - ETA: 8s - loss: 0.0979 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 386/400 [===========================>..] - ETA: 8s - loss: 0.0977 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 387/400 [============================>.] - ETA: 7s - loss: 0.0976 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 388/400 [============================>.] - ETA: 6s - loss: 0.0974 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 389/400 [============================>.] - ETA: 6s - loss: 0.0973 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 390/400 [============================>.] - ETA: 5s - loss: 0.0971 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 391/400 [============================>.] - ETA: 5s - loss: 0.0970 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 392/400 [============================>.] - ETA: 4s - loss: 0.0972 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 393/400 [============================>.] - ETA: 4s - loss: 0.0972 - dice_coefficient: 0.9541 Epoch 22: loss did not improve from 0.03556 394/400 [============================>.] - ETA: 3s - loss: 0.0970 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 395/400 [============================>.] - ETA: 2s - loss: 0.0969 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 396/400 [============================>.] - ETA: 2s - loss: 0.0967 - dice_coefficient: 0.9542 Epoch 22: loss did not improve from 0.03556 397/400 [============================>.] - ETA: 1s - loss: 0.0965 - dice_coefficient: 0.9543 Epoch 22: loss did not improve from 0.03556 398/400 [============================>.] - ETA: 1s - loss: 0.0963 - dice_coefficient: 0.9544 Epoch 22: loss did not improve from 0.03556 399/400 [============================>.] - ETA: 0s - loss: 0.0962 - dice_coefficient: 0.9545 Epoch 22: loss did not improve from 0.03556 400/400 [==============================] - 230s 575ms/step - loss: 0.0960 - dice_coefficient: 0.9545 - val_loss: 0.7057 - val_dice_coefficient: 0.6677 - lr: 4.0000e-06 Epoch 23/30 Epoch 23: loss improved from 0.03556 to 0.01867, saving model to model-0.02.h5 1/400 [..............................] - ETA: 4:45 - loss: 0.0187 - dice_coefficient: 0.9848 Epoch 23: loss did not improve from 0.01867 2/400 [..............................] - ETA: 3:42 - loss: 0.0249 - dice_coefficient: 0.9802 Epoch 23: loss did not improve from 0.01867 3/400 [..............................] - ETA: 3:45 - loss: 0.0236 - dice_coefficient: 0.9817 Epoch 23: loss did not improve from 0.01867 4/400 [..............................] - ETA: 3:45 - loss: 0.0219 - dice_coefficient: 0.9834 Epoch 23: loss did not improve from 0.01867 5/400 [..............................] - ETA: 3:45 - loss: 0.0254 - dice_coefficient: 0.9808 Epoch 23: loss did not improve from 0.01867 6/400 [..............................] - ETA: 3:45 - loss: 0.0287 - dice_coefficient: 0.9776 Epoch 23: loss did not improve from 0.01867 7/400 [..............................] - ETA: 3:44 - loss: 0.0280 - dice_coefficient: 0.9779 Epoch 23: loss did not improve from 0.01867 8/400 [..............................] - ETA: 3:43 - loss: 0.0332 - dice_coefficient: 0.9736 Epoch 23: loss did not improve from 0.01867 9/400 [..............................] - ETA: 3:42 - loss: 0.0329 - dice_coefficient: 0.9743 Epoch 23: loss did not improve from 0.01867 10/400 [..............................] - ETA: 3:42 - loss: 0.0407 - dice_coefficient: 0.9678 Epoch 23: loss did not improve from 0.01867 11/400 [..............................] - ETA: 3:41 - loss: 0.0451 - dice_coefficient: 0.9634 Epoch 23: loss did not improve from 0.01867 12/400 [..............................] - ETA: 3:41 - loss: 0.0568 - dice_coefficient: 0.9529 Epoch 23: loss did not improve from 0.01867 13/400 [..............................] - ETA: 3:40 - loss: 0.0592 - dice_coefficient: 0.9515 Epoch 23: loss did not improve from 0.01867 14/400 [>.............................] - ETA: 3:39 - loss: 0.0568 - dice_coefficient: 0.9537 Epoch 23: loss did not improve from 0.01867 15/400 [>.............................] - ETA: 3:39 - loss: 0.0564 - dice_coefficient: 0.9538 Epoch 23: loss did not improve from 0.01867 16/400 [>.............................] - ETA: 3:39 - loss: 0.0538 - dice_coefficient: 0.9561 Epoch 23: loss did not improve from 0.01867 17/400 [>.............................] - ETA: 3:38 - loss: 0.0543 - dice_coefficient: 0.9559 Epoch 23: loss did not improve from 0.01867 18/400 [>.............................] - ETA: 3:38 - loss: 0.0523 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 19/400 [>.............................] - ETA: 3:37 - loss: 0.0601 - dice_coefficient: 0.9519 Epoch 23: loss did not improve from 0.01867 20/400 [>.............................] - ETA: 3:36 - loss: 0.0583 - dice_coefficient: 0.9537 Epoch 23: loss did not improve from 0.01867 21/400 [>.............................] - ETA: 3:36 - loss: 0.0573 - dice_coefficient: 0.9549 Epoch 23: loss did not improve from 0.01867 22/400 [>.............................] - ETA: 3:35 - loss: 0.0571 - dice_coefficient: 0.9551 Epoch 23: loss did not improve from 0.01867 23/400 [>.............................] - ETA: 3:35 - loss: 0.0551 - dice_coefficient: 0.9566 Epoch 23: loss did not improve from 0.01867 24/400 [>.............................] - ETA: 3:34 - loss: 0.0547 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 25/400 [>.............................] - ETA: 3:33 - loss: 0.0531 - dice_coefficient: 0.9583 Epoch 23: loss did not improve from 0.01867 26/400 [>.............................] - ETA: 3:33 - loss: 0.0519 - dice_coefficient: 0.9592 Epoch 23: loss did not improve from 0.01867 27/400 [=>............................] - ETA: 3:32 - loss: 0.0511 - dice_coefficient: 0.9601 Epoch 23: loss did not improve from 0.01867 28/400 [=>............................] - ETA: 3:32 - loss: 0.0499 - dice_coefficient: 0.9610 Epoch 23: loss did not improve from 0.01867 29/400 [=>............................] - ETA: 3:31 - loss: 0.0488 - dice_coefficient: 0.9619 Epoch 23: loss did not improve from 0.01867 30/400 [=>............................] - ETA: 3:31 - loss: 0.0550 - dice_coefficient: 0.9568 Epoch 23: loss did not improve from 0.01867 31/400 [=>............................] - ETA: 3:30 - loss: 0.0558 - dice_coefficient: 0.9561 Epoch 23: loss did not improve from 0.01867 32/400 [=>............................] - ETA: 3:29 - loss: 0.0546 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 33/400 [=>............................] - ETA: 3:29 - loss: 0.0537 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 34/400 [=>............................] - ETA: 3:28 - loss: 0.0529 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 35/400 [=>............................] - ETA: 3:28 - loss: 0.0541 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 36/400 [=>............................] - ETA: 3:27 - loss: 0.0531 - dice_coefficient: 0.9581 Epoch 23: loss did not improve from 0.01867 37/400 [=>............................] - ETA: 3:27 - loss: 0.0528 - dice_coefficient: 0.9583 Epoch 23: loss did not improve from 0.01867 38/400 [=>............................] - ETA: 3:26 - loss: 0.0517 - dice_coefficient: 0.9592 Epoch 23: loss did not improve from 0.01867 39/400 [=>............................] - ETA: 3:26 - loss: 0.0506 - dice_coefficient: 0.9601 Epoch 23: loss did not improve from 0.01867 40/400 [==>...........................] - ETA: 3:25 - loss: 0.0501 - dice_coefficient: 0.9604 Epoch 23: loss did not improve from 0.01867 41/400 [==>...........................] - ETA: 3:25 - loss: 0.0501 - dice_coefficient: 0.9605 Epoch 23: loss did not improve from 0.01867 42/400 [==>...........................] - ETA: 3:24 - loss: 0.0493 - dice_coefficient: 0.9611 Epoch 23: loss did not improve from 0.01867 43/400 [==>...........................] - ETA: 3:23 - loss: 0.0488 - dice_coefficient: 0.9615 Epoch 23: loss did not improve from 0.01867 44/400 [==>...........................] - ETA: 3:23 - loss: 0.0490 - dice_coefficient: 0.9612 Epoch 23: loss did not improve from 0.01867 45/400 [==>...........................] - ETA: 3:22 - loss: 0.0487 - dice_coefficient: 0.9614 Epoch 23: loss did not improve from 0.01867 46/400 [==>...........................] - ETA: 3:22 - loss: 0.0480 - dice_coefficient: 0.9619 Epoch 23: loss did not improve from 0.01867 47/400 [==>...........................] - ETA: 3:21 - loss: 0.0480 - dice_coefficient: 0.9621 Epoch 23: loss did not improve from 0.01867 48/400 [==>...........................] - ETA: 3:20 - loss: 0.0479 - dice_coefficient: 0.9621 Epoch 23: loss did not improve from 0.01867 49/400 [==>...........................] - ETA: 3:20 - loss: 0.0475 - dice_coefficient: 0.9626 Epoch 23: loss did not improve from 0.01867 50/400 [==>...........................] - ETA: 3:19 - loss: 0.0471 - dice_coefficient: 0.9629 Epoch 23: loss did not improve from 0.01867 51/400 [==>...........................] - ETA: 3:19 - loss: 0.0469 - dice_coefficient: 0.9632 Epoch 23: loss did not improve from 0.01867 52/400 [==>...........................] - ETA: 3:18 - loss: 0.0466 - dice_coefficient: 0.9635 Epoch 23: loss did not improve from 0.01867 53/400 [==>...........................] - ETA: 3:18 - loss: 0.0460 - dice_coefficient: 0.9639 Epoch 23: loss did not improve from 0.01867 54/400 [===>..........................] - ETA: 3:17 - loss: 0.0456 - dice_coefficient: 0.9643 Epoch 23: loss did not improve from 0.01867 55/400 [===>..........................] - ETA: 3:16 - loss: 0.0450 - dice_coefficient: 0.9648 Epoch 23: loss did not improve from 0.01867 56/400 [===>..........................] - ETA: 3:16 - loss: 0.0450 - dice_coefficient: 0.9647 Epoch 23: loss did not improve from 0.01867 57/400 [===>..........................] - ETA: 3:15 - loss: 0.0450 - dice_coefficient: 0.9649 Epoch 23: loss did not improve from 0.01867 58/400 [===>..........................] - ETA: 3:15 - loss: 0.0445 - dice_coefficient: 0.9653 Epoch 23: loss did not improve from 0.01867 59/400 [===>..........................] - ETA: 3:14 - loss: 0.0440 - dice_coefficient: 0.9656 Epoch 23: loss did not improve from 0.01867 60/400 [===>..........................] - ETA: 3:14 - loss: 0.0442 - dice_coefficient: 0.9657 Epoch 23: loss did not improve from 0.01867 61/400 [===>..........................] - ETA: 3:13 - loss: 0.0441 - dice_coefficient: 0.9657 Epoch 23: loss did not improve from 0.01867 62/400 [===>..........................] - ETA: 3:12 - loss: 0.0440 - dice_coefficient: 0.9659 Epoch 23: loss did not improve from 0.01867 63/400 [===>..........................] - ETA: 3:12 - loss: 0.0479 - dice_coefficient: 0.9626 Epoch 23: loss did not improve from 0.01867 64/400 [===>..........................] - ETA: 3:11 - loss: 0.0476 - dice_coefficient: 0.9629 Epoch 23: loss did not improve from 0.01867 65/400 [===>..........................] - ETA: 3:11 - loss: 0.0475 - dice_coefficient: 0.9630 Epoch 23: loss did not improve from 0.01867 66/400 [===>..........................] - ETA: 3:10 - loss: 0.0472 - dice_coefficient: 0.9633 Epoch 23: loss did not improve from 0.01867 67/400 [====>.........................] - ETA: 3:10 - loss: 0.0467 - dice_coefficient: 0.9637 Epoch 23: loss did not improve from 0.01867 68/400 [====>.........................] - ETA: 3:09 - loss: 0.0463 - dice_coefficient: 0.9641 Epoch 23: loss did not improve from 0.01867 69/400 [====>.........................] - ETA: 3:09 - loss: 0.0457 - dice_coefficient: 0.9645 Epoch 23: loss did not improve from 0.01867 70/400 [====>.........................] - ETA: 3:08 - loss: 0.0454 - dice_coefficient: 0.9648 Epoch 23: loss did not improve from 0.01867 71/400 [====>.........................] - ETA: 3:07 - loss: 0.0449 - dice_coefficient: 0.9651 Epoch 23: loss did not improve from 0.01867 72/400 [====>.........................] - ETA: 3:07 - loss: 0.0462 - dice_coefficient: 0.9639 Epoch 23: loss did not improve from 0.01867 73/400 [====>.........................] - ETA: 3:06 - loss: 0.0458 - dice_coefficient: 0.9642 Epoch 23: loss did not improve from 0.01867 74/400 [====>.........................] - ETA: 3:06 - loss: 0.0455 - dice_coefficient: 0.9644 Epoch 23: loss did not improve from 0.01867 75/400 [====>.........................] - ETA: 3:05 - loss: 0.0451 - dice_coefficient: 0.9647 Epoch 23: loss did not improve from 0.01867 76/400 [====>.........................] - ETA: 3:05 - loss: 0.0448 - dice_coefficient: 0.9649 Epoch 23: loss did not improve from 0.01867 77/400 [====>.........................] - ETA: 3:04 - loss: 0.0445 - dice_coefficient: 0.9652 Epoch 23: loss did not improve from 0.01867 78/400 [====>.........................] - ETA: 3:04 - loss: 0.0456 - dice_coefficient: 0.9641 Epoch 23: loss did not improve from 0.01867 79/400 [====>.........................] - ETA: 3:03 - loss: 0.0453 - dice_coefficient: 0.9644 Epoch 23: loss did not improve from 0.01867 80/400 [=====>........................] - ETA: 3:02 - loss: 0.0451 - dice_coefficient: 0.9645 Epoch 23: loss did not improve from 0.01867 81/400 [=====>........................] - ETA: 3:02 - loss: 0.0451 - dice_coefficient: 0.9647 Epoch 23: loss did not improve from 0.01867 82/400 [=====>........................] - ETA: 3:01 - loss: 0.0458 - dice_coefficient: 0.9639 Epoch 23: loss did not improve from 0.01867 83/400 [=====>........................] - ETA: 3:01 - loss: 0.0456 - dice_coefficient: 0.9641 Epoch 23: loss did not improve from 0.01867 84/400 [=====>........................] - ETA: 3:00 - loss: 0.0465 - dice_coefficient: 0.9633 Epoch 23: loss did not improve from 0.01867 85/400 [=====>........................] - ETA: 3:00 - loss: 0.0464 - dice_coefficient: 0.9634 Epoch 23: loss did not improve from 0.01867 86/400 [=====>........................] - ETA: 2:59 - loss: 0.0518 - dice_coefficient: 0.9597 Epoch 23: loss did not improve from 0.01867 87/400 [=====>........................] - ETA: 2:58 - loss: 0.0516 - dice_coefficient: 0.9599 Epoch 23: loss did not improve from 0.01867 88/400 [=====>........................] - ETA: 2:58 - loss: 0.0515 - dice_coefficient: 0.9600 Epoch 23: loss did not improve from 0.01867 89/400 [=====>........................] - ETA: 2:57 - loss: 0.0512 - dice_coefficient: 0.9602 Epoch 23: loss did not improve from 0.01867 90/400 [=====>........................] - ETA: 2:57 - loss: 0.0524 - dice_coefficient: 0.9592 Epoch 23: loss did not improve from 0.01867 91/400 [=====>........................] - ETA: 2:56 - loss: 0.0522 - dice_coefficient: 0.9594 Epoch 23: loss did not improve from 0.01867 92/400 [=====>........................] - ETA: 2:56 - loss: 0.0519 - dice_coefficient: 0.9596 Epoch 23: loss did not improve from 0.01867 93/400 [=====>........................] - ETA: 2:55 - loss: 0.0518 - dice_coefficient: 0.9597 Epoch 23: loss did not improve from 0.01867 94/400 [======>.......................] - ETA: 2:54 - loss: 0.0517 - dice_coefficient: 0.9597 Epoch 23: loss did not improve from 0.01867 95/400 [======>.......................] - ETA: 2:54 - loss: 0.0520 - dice_coefficient: 0.9593 Epoch 23: loss did not improve from 0.01867 96/400 [======>.......................] - ETA: 2:53 - loss: 0.0524 - dice_coefficient: 0.9591 Epoch 23: loss did not improve from 0.01867 97/400 [======>.......................] - ETA: 2:53 - loss: 0.0523 - dice_coefficient: 0.9591 Epoch 23: loss did not improve from 0.01867 98/400 [======>.......................] - ETA: 2:52 - loss: 0.0521 - dice_coefficient: 0.9593 Epoch 23: loss did not improve from 0.01867 99/400 [======>.......................] - ETA: 2:52 - loss: 0.0518 - dice_coefficient: 0.9596 Epoch 23: loss did not improve from 0.01867 100/400 [======>.......................] - ETA: 2:51 - loss: 0.0519 - dice_coefficient: 0.9594 Epoch 23: loss did not improve from 0.01867 101/400 [======>.......................] - ETA: 2:50 - loss: 0.0520 - dice_coefficient: 0.9594 Epoch 23: loss did not improve from 0.01867 102/400 [======>.......................] - ETA: 2:50 - loss: 0.0518 - dice_coefficient: 0.9596 Epoch 23: loss did not improve from 0.01867 103/400 [======>.......................] - ETA: 2:49 - loss: 0.0515 - dice_coefficient: 0.9598 Epoch 23: loss did not improve from 0.01867 104/400 [======>.......................] - ETA: 2:49 - loss: 0.0513 - dice_coefficient: 0.9599 Epoch 23: loss did not improve from 0.01867 105/400 [======>.......................] - ETA: 2:48 - loss: 0.0511 - dice_coefficient: 0.9602 Epoch 23: loss did not improve from 0.01867 106/400 [======>.......................] - ETA: 2:48 - loss: 0.0507 - dice_coefficient: 0.9605 Epoch 23: loss did not improve from 0.01867 107/400 [=======>......................] - ETA: 2:47 - loss: 0.0508 - dice_coefficient: 0.9604 Epoch 23: loss did not improve from 0.01867 108/400 [=======>......................] - ETA: 2:46 - loss: 0.0508 - dice_coefficient: 0.9605 Epoch 23: loss did not improve from 0.01867 109/400 [=======>......................] - ETA: 2:46 - loss: 0.0504 - dice_coefficient: 0.9608 Epoch 23: loss did not improve from 0.01867 110/400 [=======>......................] - ETA: 2:45 - loss: 0.0509 - dice_coefficient: 0.9604 Epoch 23: loss did not improve from 0.01867 111/400 [=======>......................] - ETA: 2:45 - loss: 0.0507 - dice_coefficient: 0.9606 Epoch 23: loss did not improve from 0.01867 112/400 [=======>......................] - ETA: 2:44 - loss: 0.0505 - dice_coefficient: 0.9608 Epoch 23: loss did not improve from 0.01867 113/400 [=======>......................] - ETA: 2:44 - loss: 0.0534 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 114/400 [=======>......................] - ETA: 2:43 - loss: 0.0531 - dice_coefficient: 0.9587 Epoch 23: loss did not improve from 0.01867 115/400 [=======>......................] - ETA: 2:42 - loss: 0.0537 - dice_coefficient: 0.9582 Epoch 23: loss did not improve from 0.01867 116/400 [=======>......................] - ETA: 2:42 - loss: 0.0538 - dice_coefficient: 0.9581 Epoch 23: loss did not improve from 0.01867 117/400 [=======>......................] - ETA: 2:41 - loss: 0.0535 - dice_coefficient: 0.9584 Epoch 23: loss did not improve from 0.01867 118/400 [=======>......................] - ETA: 2:41 - loss: 0.0534 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 119/400 [=======>......................] - ETA: 2:40 - loss: 0.0538 - dice_coefficient: 0.9581 Epoch 23: loss did not improve from 0.01867 120/400 [========>.....................] - ETA: 2:40 - loss: 0.0537 - dice_coefficient: 0.9582 Epoch 23: loss did not improve from 0.01867 121/400 [========>.....................] - ETA: 2:39 - loss: 0.0533 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 122/400 [========>.....................] - ETA: 2:38 - loss: 0.0532 - dice_coefficient: 0.9586 Epoch 23: loss did not improve from 0.01867 123/400 [========>.....................] - ETA: 2:38 - loss: 0.0531 - dice_coefficient: 0.9587 Epoch 23: loss did not improve from 0.01867 124/400 [========>.....................] - ETA: 2:37 - loss: 0.0530 - dice_coefficient: 0.9588 Epoch 23: loss did not improve from 0.01867 125/400 [========>.....................] - ETA: 2:37 - loss: 0.0528 - dice_coefficient: 0.9589 Epoch 23: loss did not improve from 0.01867 126/400 [========>.....................] - ETA: 2:36 - loss: 0.0539 - dice_coefficient: 0.9579 Epoch 23: loss did not improve from 0.01867 127/400 [========>.....................] - ETA: 2:36 - loss: 0.0538 - dice_coefficient: 0.9581 Epoch 23: loss did not improve from 0.01867 128/400 [========>.....................] - ETA: 2:35 - loss: 0.0536 - dice_coefficient: 0.9582 Epoch 23: loss did not improve from 0.01867 129/400 [========>.....................] - ETA: 2:34 - loss: 0.0538 - dice_coefficient: 0.9580 Epoch 23: loss did not improve from 0.01867 130/400 [========>.....................] - ETA: 2:34 - loss: 0.0534 - dice_coefficient: 0.9583 Epoch 23: loss did not improve from 0.01867 131/400 [========>.....................] - ETA: 2:33 - loss: 0.0532 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 132/400 [========>.....................] - ETA: 2:33 - loss: 0.0533 - dice_coefficient: 0.9583 Epoch 23: loss did not improve from 0.01867 133/400 [========>.....................] - ETA: 2:32 - loss: 0.0533 - dice_coefficient: 0.9583 Epoch 23: loss did not improve from 0.01867 134/400 [=========>....................] - ETA: 2:31 - loss: 0.0533 - dice_coefficient: 0.9584 Epoch 23: loss did not improve from 0.01867 135/400 [=========>....................] - ETA: 2:31 - loss: 0.0531 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 136/400 [=========>....................] - ETA: 2:30 - loss: 0.0537 - dice_coefficient: 0.9579 Epoch 23: loss did not improve from 0.01867 137/400 [=========>....................] - ETA: 2:30 - loss: 0.0535 - dice_coefficient: 0.9581 Epoch 23: loss did not improve from 0.01867 138/400 [=========>....................] - ETA: 2:29 - loss: 0.0554 - dice_coefficient: 0.9564 Epoch 23: loss did not improve from 0.01867 139/400 [=========>....................] - ETA: 2:29 - loss: 0.0553 - dice_coefficient: 0.9566 Epoch 23: loss did not improve from 0.01867 140/400 [=========>....................] - ETA: 2:28 - loss: 0.0550 - dice_coefficient: 0.9568 Epoch 23: loss did not improve from 0.01867 141/400 [=========>....................] - ETA: 2:27 - loss: 0.0548 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 142/400 [=========>....................] - ETA: 2:27 - loss: 0.0547 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 143/400 [=========>....................] - ETA: 2:26 - loss: 0.0545 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 144/400 [=========>....................] - ETA: 2:26 - loss: 0.0543 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 145/400 [=========>....................] - ETA: 2:25 - loss: 0.0542 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 146/400 [=========>....................] - ETA: 2:25 - loss: 0.0541 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 147/400 [==========>...................] - ETA: 2:24 - loss: 0.0540 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 148/400 [==========>...................] - ETA: 2:24 - loss: 0.0539 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 149/400 [==========>...................] - ETA: 2:23 - loss: 0.0552 - dice_coefficient: 0.9567 Epoch 23: loss did not improve from 0.01867 150/400 [==========>...................] - ETA: 2:22 - loss: 0.0549 - dice_coefficient: 0.9569 Epoch 23: loss did not improve from 0.01867 151/400 [==========>...................] - ETA: 2:22 - loss: 0.0548 - dice_coefficient: 0.9569 Epoch 23: loss did not improve from 0.01867 152/400 [==========>...................] - ETA: 2:21 - loss: 0.0547 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 153/400 [==========>...................] - ETA: 2:21 - loss: 0.0545 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 154/400 [==========>...................] - ETA: 2:20 - loss: 0.0544 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 155/400 [==========>...................] - ETA: 2:20 - loss: 0.0543 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 156/400 [==========>...................] - ETA: 2:19 - loss: 0.0545 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 157/400 [==========>...................] - ETA: 2:18 - loss: 0.0548 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 158/400 [==========>...................] - ETA: 2:18 - loss: 0.0545 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 159/400 [==========>...................] - ETA: 2:17 - loss: 0.0544 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 160/400 [===========>..................] - ETA: 2:17 - loss: 0.0541 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 161/400 [===========>..................] - ETA: 2:16 - loss: 0.0540 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0540 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 163/400 [===========>..................] - ETA: 2:15 - loss: 0.0538 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 164/400 [===========>..................] - ETA: 2:14 - loss: 0.0536 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 165/400 [===========>..................] - ETA: 2:14 - loss: 0.0546 - dice_coefficient: 0.9569 Epoch 23: loss did not improve from 0.01867 166/400 [===========>..................] - ETA: 2:13 - loss: 0.0543 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 167/400 [===========>..................] - ETA: 2:13 - loss: 0.0541 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 168/400 [===========>..................] - ETA: 2:12 - loss: 0.0540 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 169/400 [===========>..................] - ETA: 2:12 - loss: 0.0537 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 170/400 [===========>..................] - ETA: 2:11 - loss: 0.0536 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 171/400 [===========>..................] - ETA: 2:11 - loss: 0.0535 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 172/400 [===========>..................] - ETA: 2:10 - loss: 0.0536 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 173/400 [===========>..................] - ETA: 2:09 - loss: 0.0536 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 174/400 [============>.................] - ETA: 2:09 - loss: 0.0538 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 175/400 [============>.................] - ETA: 2:08 - loss: 0.0537 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 176/400 [============>.................] - ETA: 2:08 - loss: 0.0537 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 177/400 [============>.................] - ETA: 2:07 - loss: 0.0535 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 178/400 [============>.................] - ETA: 2:07 - loss: 0.0535 - dice_coefficient: 0.9579 Epoch 23: loss did not improve from 0.01867 179/400 [============>.................] - ETA: 2:06 - loss: 0.0533 - dice_coefficient: 0.9580 Epoch 23: loss did not improve from 0.01867 180/400 [============>.................] - ETA: 2:05 - loss: 0.0532 - dice_coefficient: 0.9580 Epoch 23: loss did not improve from 0.01867 181/400 [============>.................] - ETA: 2:05 - loss: 0.0535 - dice_coefficient: 0.9580 Epoch 23: loss did not improve from 0.01867 182/400 [============>.................] - ETA: 2:04 - loss: 0.0533 - dice_coefficient: 0.9582 Epoch 23: loss did not improve from 0.01867 183/400 [============>.................] - ETA: 2:04 - loss: 0.0533 - dice_coefficient: 0.9582 Epoch 23: loss did not improve from 0.01867 184/400 [============>.................] - ETA: 2:03 - loss: 0.0533 - dice_coefficient: 0.9581 Epoch 23: loss did not improve from 0.01867 185/400 [============>.................] - ETA: 2:03 - loss: 0.0532 - dice_coefficient: 0.9582 Epoch 23: loss did not improve from 0.01867 186/400 [============>.................] - ETA: 2:02 - loss: 0.0531 - dice_coefficient: 0.9583 Epoch 23: loss did not improve from 0.01867 187/400 [=============>................] - ETA: 2:01 - loss: 0.0531 - dice_coefficient: 0.9584 Epoch 23: loss did not improve from 0.01867 188/400 [=============>................] - ETA: 2:01 - loss: 0.0530 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 189/400 [=============>................] - ETA: 2:00 - loss: 0.0528 - dice_coefficient: 0.9586 Epoch 23: loss did not improve from 0.01867 190/400 [=============>................] - ETA: 2:00 - loss: 0.0527 - dice_coefficient: 0.9588 Epoch 23: loss did not improve from 0.01867 191/400 [=============>................] - ETA: 1:59 - loss: 0.0528 - dice_coefficient: 0.9588 Epoch 23: loss did not improve from 0.01867 192/400 [=============>................] - ETA: 1:59 - loss: 0.0527 - dice_coefficient: 0.9589 Epoch 23: loss did not improve from 0.01867 193/400 [=============>................] - ETA: 1:58 - loss: 0.0525 - dice_coefficient: 0.9591 Epoch 23: loss did not improve from 0.01867 194/400 [=============>................] - ETA: 1:57 - loss: 0.0523 - dice_coefficient: 0.9592 Epoch 23: loss did not improve from 0.01867 195/400 [=============>................] - ETA: 1:57 - loss: 0.0523 - dice_coefficient: 0.9592 Epoch 23: loss did not improve from 0.01867 196/400 [=============>................] - ETA: 1:56 - loss: 0.0524 - dice_coefficient: 0.9591 Epoch 23: loss did not improve from 0.01867 197/400 [=============>................] - ETA: 1:56 - loss: 0.0524 - dice_coefficient: 0.9592 Epoch 23: loss did not improve from 0.01867 198/400 [=============>................] - ETA: 1:55 - loss: 0.0525 - dice_coefficient: 0.9591 Epoch 23: loss did not improve from 0.01867 199/400 [=============>................] - ETA: 1:55 - loss: 0.0524 - dice_coefficient: 0.9591 Epoch 23: loss did not improve from 0.01867 200/400 [==============>...............] - ETA: 1:54 - loss: 0.0528 - dice_coefficient: 0.9587 Epoch 23: loss did not improve from 0.01867 201/400 [==============>...............] - ETA: 1:53 - loss: 0.0527 - dice_coefficient: 0.9588 Epoch 23: loss did not improve from 0.01867 202/400 [==============>...............] - ETA: 1:53 - loss: 0.0528 - dice_coefficient: 0.9587 Epoch 23: loss did not improve from 0.01867 203/400 [==============>...............] - ETA: 1:52 - loss: 0.0526 - dice_coefficient: 0.9589 Epoch 23: loss did not improve from 0.01867 204/400 [==============>...............] - ETA: 1:52 - loss: 0.0530 - dice_coefficient: 0.9585 Epoch 23: loss did not improve from 0.01867 205/400 [==============>...............] - ETA: 1:51 - loss: 0.0531 - dice_coefficient: 0.9584 Epoch 23: loss did not improve from 0.01867 206/400 [==============>...............] - ETA: 1:51 - loss: 0.0536 - dice_coefficient: 0.9579 Epoch 23: loss did not improve from 0.01867 207/400 [==============>...............] - ETA: 1:50 - loss: 0.0545 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 208/400 [==============>...............] - ETA: 1:49 - loss: 0.0544 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 209/400 [==============>...............] - ETA: 1:49 - loss: 0.0543 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 210/400 [==============>...............] - ETA: 1:48 - loss: 0.0542 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 211/400 [==============>...............] - ETA: 1:48 - loss: 0.0540 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 212/400 [==============>...............] - ETA: 1:47 - loss: 0.0539 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 213/400 [==============>...............] - ETA: 1:47 - loss: 0.0540 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 214/400 [===============>..............] - ETA: 1:46 - loss: 0.0544 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 215/400 [===============>..............] - ETA: 1:45 - loss: 0.0542 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 216/400 [===============>..............] - ETA: 1:45 - loss: 0.0544 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 217/400 [===============>..............] - ETA: 1:44 - loss: 0.0542 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 218/400 [===============>..............] - ETA: 1:44 - loss: 0.0541 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 219/400 [===============>..............] - ETA: 1:43 - loss: 0.0540 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 220/400 [===============>..............] - ETA: 1:43 - loss: 0.0538 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 221/400 [===============>..............] - ETA: 1:42 - loss: 0.0537 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 222/400 [===============>..............] - ETA: 1:41 - loss: 0.0536 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 223/400 [===============>..............] - ETA: 1:41 - loss: 0.0536 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 224/400 [===============>..............] - ETA: 1:40 - loss: 0.0536 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 225/400 [===============>..............] - ETA: 1:40 - loss: 0.0534 - dice_coefficient: 0.9578 Epoch 23: loss did not improve from 0.01867 226/400 [===============>..............] - ETA: 1:39 - loss: 0.0540 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 227/400 [================>.............] - ETA: 1:39 - loss: 0.0542 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 228/400 [================>.............] - ETA: 1:38 - loss: 0.0543 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 229/400 [================>.............] - ETA: 1:37 - loss: 0.0543 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 230/400 [================>.............] - ETA: 1:37 - loss: 0.0546 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 231/400 [================>.............] - ETA: 1:36 - loss: 0.0548 - dice_coefficient: 0.9568 Epoch 23: loss did not improve from 0.01867 232/400 [================>.............] - ETA: 1:36 - loss: 0.0547 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 233/400 [================>.............] - ETA: 1:35 - loss: 0.0547 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 234/400 [================>.............] - ETA: 1:35 - loss: 0.0548 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 235/400 [================>.............] - ETA: 1:34 - loss: 0.0549 - dice_coefficient: 0.9569 Epoch 23: loss did not improve from 0.01867 236/400 [================>.............] - ETA: 1:33 - loss: 0.0547 - dice_coefficient: 0.9570 Epoch 23: loss did not improve from 0.01867 237/400 [================>.............] - ETA: 1:33 - loss: 0.0546 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 238/400 [================>.............] - ETA: 1:32 - loss: 0.0544 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 239/400 [================>.............] - ETA: 1:32 - loss: 0.0543 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 240/400 [=================>............] - ETA: 1:31 - loss: 0.0545 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 241/400 [=================>............] - ETA: 1:31 - loss: 0.0544 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 242/400 [=================>............] - ETA: 1:30 - loss: 0.0543 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 243/400 [=================>............] - ETA: 1:29 - loss: 0.0542 - dice_coefficient: 0.9576 Epoch 23: loss did not improve from 0.01867 244/400 [=================>............] - ETA: 1:29 - loss: 0.0542 - dice_coefficient: 0.9577 Epoch 23: loss did not improve from 0.01867 245/400 [=================>............] - ETA: 1:28 - loss: 0.0544 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 246/400 [=================>............] - ETA: 1:28 - loss: 0.0543 - dice_coefficient: 0.9575 Epoch 23: loss did not improve from 0.01867 247/400 [=================>............] - ETA: 1:27 - loss: 0.0545 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 248/400 [=================>............] - ETA: 1:27 - loss: 0.0546 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 249/400 [=================>............] - ETA: 1:26 - loss: 0.0547 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 250/400 [=================>............] - ETA: 1:25 - loss: 0.0547 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 251/400 [=================>............] - ETA: 1:25 - loss: 0.0545 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 252/400 [=================>............] - ETA: 1:24 - loss: 0.0544 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 253/400 [=================>............] - ETA: 1:24 - loss: 0.0546 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 254/400 [==================>...........] - ETA: 1:23 - loss: 0.0544 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 255/400 [==================>...........] - ETA: 1:22 - loss: 0.0543 - dice_coefficient: 0.9574 Epoch 23: loss did not improve from 0.01867 256/400 [==================>...........] - ETA: 1:22 - loss: 0.0547 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 257/400 [==================>...........] - ETA: 1:21 - loss: 0.0545 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 258/400 [==================>...........] - ETA: 1:21 - loss: 0.0547 - dice_coefficient: 0.9571 Epoch 23: loss did not improve from 0.01867 259/400 [==================>...........] - ETA: 1:20 - loss: 0.0546 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 260/400 [==================>...........] - ETA: 1:20 - loss: 0.0546 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 261/400 [==================>...........] - ETA: 1:19 - loss: 0.0546 - dice_coefficient: 0.9572 Epoch 23: loss did not improve from 0.01867 262/400 [==================>...........] - ETA: 1:18 - loss: 0.0545 - dice_coefficient: 0.9573 Epoch 23: loss did not improve from 0.01867 263/400 [==================>...........] - ETA: 1:18 - loss: 0.0553 - dice_coefficient: 0.9566 Epoch 23: loss did not improve from 0.01867 264/400 [==================>...........] - ETA: 1:17 - loss: 0.0552 - dice_coefficient: 0.9566 Epoch 23: loss did not improve from 0.01867 265/400 [==================>...........] - ETA: 1:17 - loss: 0.0551 - dice_coefficient: 0.9567 Epoch 23: loss did not improve from 0.01867 266/400 [==================>...........] - ETA: 1:16 - loss: 0.0553 - dice_coefficient: 0.9566 Epoch 23: loss did not improve from 0.01867 267/400 [===================>..........] - ETA: 1:16 - loss: 0.0552 - dice_coefficient: 0.9567 Epoch 23: loss did not improve from 0.01867 268/400 [===================>..........] - ETA: 1:15 - loss: 0.0552 - dice_coefficient: 0.9566 Epoch 23: loss did not improve from 0.01867 269/400 [===================>..........] - ETA: 1:14 - loss: 0.0550 - dice_coefficient: 0.9568 Epoch 23: loss did not improve from 0.01867 270/400 [===================>..........] - ETA: 1:14 - loss: 0.0550 - dice_coefficient: 0.9568 Epoch 23: loss did not improve from 0.01867 271/400 [===================>..........] - ETA: 1:13 - loss: 0.0567 - dice_coefficient: 0.9555 Epoch 23: loss did not improve from 0.01867 272/400 [===================>..........] - ETA: 1:13 - loss: 0.0567 - dice_coefficient: 0.9555 Epoch 23: loss did not improve from 0.01867 273/400 [===================>..........] - ETA: 1:12 - loss: 0.0566 - dice_coefficient: 0.9555 Epoch 23: loss did not improve from 0.01867 274/400 [===================>..........] - ETA: 1:12 - loss: 0.0565 - dice_coefficient: 0.9556 Epoch 23: loss did not improve from 0.01867 275/400 [===================>..........] - ETA: 1:11 - loss: 0.0564 - dice_coefficient: 0.9557 Epoch 23: loss did not improve from 0.01867 276/400 [===================>..........] - ETA: 1:10 - loss: 0.0568 - dice_coefficient: 0.9553 Epoch 23: loss did not improve from 0.01867 277/400 [===================>..........] - ETA: 1:10 - loss: 0.0568 - dice_coefficient: 0.9553 Epoch 23: loss did not improve from 0.01867 278/400 [===================>..........] - ETA: 1:09 - loss: 0.0567 - dice_coefficient: 0.9554 Epoch 23: loss did not improve from 0.01867 279/400 [===================>..........] - ETA: 1:09 - loss: 0.0567 - dice_coefficient: 0.9554 Epoch 23: loss did not improve from 0.01867 280/400 [====================>.........] - ETA: 1:08 - loss: 0.0567 - dice_coefficient: 0.9553 Epoch 23: loss did not improve from 0.01867 281/400 [====================>.........] - ETA: 1:08 - loss: 0.0566 - dice_coefficient: 0.9554 Epoch 23: loss did not improve from 0.01867 282/400 [====================>.........] - ETA: 1:07 - loss: 0.0570 - dice_coefficient: 0.9554 Epoch 23: loss did not improve from 0.01867 283/400 [====================>.........] - ETA: 1:06 - loss: 0.0568 - dice_coefficient: 0.9555 Epoch 23: loss did not improve from 0.01867 284/400 [====================>.........] - ETA: 1:06 - loss: 0.0567 - dice_coefficient: 0.9556 Epoch 23: loss did not improve from 0.01867 285/400 [====================>.........] - ETA: 1:05 - loss: 0.0566 - dice_coefficient: 0.9557 Epoch 23: loss did not improve from 0.01867 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1130 - dice_coefficient: 0.9523 Epoch 23: loss did not improve from 0.01867 287/400 [====================>.........] - ETA: 1:04 - loss: 0.1127 - dice_coefficient: 0.9524 Epoch 23: loss did not improve from 0.01867 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1123 - dice_coefficient: 0.9525 Epoch 23: loss did not improve from 0.01867 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1121 - dice_coefficient: 0.9526 Epoch 23: loss did not improve from 0.01867 290/400 [====================>.........] - ETA: 1:02 - loss: 0.1119 - dice_coefficient: 0.9526 Epoch 23: loss did not improve from 0.01867 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1123 - dice_coefficient: 0.9521 Epoch 23: loss did not improve from 0.01867 292/400 [====================>.........] - ETA: 1:01 - loss: 0.1121 - dice_coefficient: 0.9521 Epoch 23: loss did not improve from 0.01867 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1120 - dice_coefficient: 0.9520 Epoch 23: loss did not improve from 0.01867 294/400 [=====================>........] - ETA: 1:00 - loss: 0.1117 - dice_coefficient: 0.9521 Epoch 23: loss did not improve from 0.01867 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1115 - dice_coefficient: 0.9521 Epoch 23: loss did not improve from 0.01867 296/400 [=====================>........] - ETA: 59s - loss: 0.1112 - dice_coefficient: 0.9522 Epoch 23: loss did not improve from 0.01867 297/400 [=====================>........] - ETA: 58s - loss: 0.1110 - dice_coefficient: 0.9522 Epoch 23: loss did not improve from 0.01867 298/400 [=====================>........] - ETA: 58s - loss: 0.1108 - dice_coefficient: 0.9523 Epoch 23: loss did not improve from 0.01867 299/400 [=====================>........] - ETA: 57s - loss: 0.1105 - dice_coefficient: 0.9524 Epoch 23: loss did not improve from 0.01867 300/400 [=====================>........] - ETA: 57s - loss: 0.1104 - dice_coefficient: 0.9523 Epoch 23: loss did not improve from 0.01867 301/400 [=====================>........] - ETA: 56s - loss: 0.1102 - dice_coefficient: 0.9523 Epoch 23: loss did not improve from 0.01867 302/400 [=====================>........] - ETA: 56s - loss: 0.1100 - dice_coefficient: 0.9523 Epoch 23: loss did not improve from 0.01867 303/400 [=====================>........] - ETA: 55s - loss: 0.1097 - dice_coefficient: 0.9524 Epoch 23: loss did not improve from 0.01867 304/400 [=====================>........] - ETA: 54s - loss: 0.1094 - dice_coefficient: 0.9525 Epoch 23: loss did not improve from 0.01867 305/400 [=====================>........] - ETA: 54s - loss: 0.1091 - dice_coefficient: 0.9526 Epoch 23: loss did not improve from 0.01867 306/400 [=====================>........] - ETA: 53s - loss: 0.1089 - dice_coefficient: 0.9527 Epoch 23: loss did not improve from 0.01867 307/400 [======================>.......] - ETA: 53s - loss: 0.1086 - dice_coefficient: 0.9528 Epoch 23: loss did not improve from 0.01867 308/400 [======================>.......] - ETA: 52s - loss: 0.1083 - dice_coefficient: 0.9529 Epoch 23: loss did not improve from 0.01867 309/400 [======================>.......] - ETA: 52s - loss: 0.1081 - dice_coefficient: 0.9529 Epoch 23: loss did not improve from 0.01867 310/400 [======================>.......] - ETA: 51s - loss: 0.1078 - dice_coefficient: 0.9530 Epoch 23: loss did not improve from 0.01867 311/400 [======================>.......] - ETA: 50s - loss: 0.1082 - dice_coefficient: 0.9525 Epoch 23: loss did not improve from 0.01867 312/400 [======================>.......] - ETA: 50s - loss: 0.1080 - dice_coefficient: 0.9526 Epoch 23: loss did not improve from 0.01867 313/400 [======================>.......] - ETA: 49s - loss: 0.1078 - dice_coefficient: 0.9527 Epoch 23: loss did not improve from 0.01867 314/400 [======================>.......] - ETA: 49s - loss: 0.1075 - dice_coefficient: 0.9528 Epoch 23: loss did not improve from 0.01867 315/400 [======================>.......] - ETA: 48s - loss: 0.1073 - dice_coefficient: 0.9528 Epoch 23: loss did not improve from 0.01867 316/400 [======================>.......] - ETA: 48s - loss: 0.1071 - dice_coefficient: 0.9529 Epoch 23: loss did not improve from 0.01867 317/400 [======================>.......] - ETA: 47s - loss: 0.1068 - dice_coefficient: 0.9530 Epoch 23: loss did not improve from 0.01867 318/400 [======================>.......] - ETA: 46s - loss: 0.1066 - dice_coefficient: 0.9530 Epoch 23: loss did not improve from 0.01867 319/400 [======================>.......] - ETA: 46s - loss: 0.1064 - dice_coefficient: 0.9531 Epoch 23: loss did not improve from 0.01867 320/400 [=======================>......] - ETA: 45s - loss: 0.1062 - dice_coefficient: 0.9531 Epoch 23: loss did not improve from 0.01867 321/400 [=======================>......] - ETA: 45s - loss: 0.1059 - dice_coefficient: 0.9532 Epoch 23: loss did not improve from 0.01867 322/400 [=======================>......] - ETA: 44s - loss: 0.1057 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 323/400 [=======================>......] - ETA: 44s - loss: 0.1065 - dice_coefficient: 0.9526 Epoch 23: loss did not improve from 0.01867 324/400 [=======================>......] - ETA: 43s - loss: 0.1062 - dice_coefficient: 0.9527 Epoch 23: loss did not improve from 0.01867 325/400 [=======================>......] - ETA: 42s - loss: 0.1059 - dice_coefficient: 0.9528 Epoch 23: loss did not improve from 0.01867 326/400 [=======================>......] - ETA: 42s - loss: 0.1057 - dice_coefficient: 0.9528 Epoch 23: loss did not improve from 0.01867 327/400 [=======================>......] - ETA: 41s - loss: 0.1054 - dice_coefficient: 0.9530 Epoch 23: loss did not improve from 0.01867 328/400 [=======================>......] - ETA: 41s - loss: 0.1052 - dice_coefficient: 0.9530 Epoch 23: loss did not improve from 0.01867 329/400 [=======================>......] - ETA: 40s - loss: 0.1051 - dice_coefficient: 0.9530 Epoch 23: loss did not improve from 0.01867 330/400 [=======================>......] - ETA: 40s - loss: 0.1048 - dice_coefficient: 0.9531 Epoch 23: loss did not improve from 0.01867 331/400 [=======================>......] - ETA: 39s - loss: 0.1045 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 332/400 [=======================>......] - ETA: 38s - loss: 0.1047 - dice_coefficient: 0.9529 Epoch 23: loss did not improve from 0.01867 333/400 [=======================>......] - ETA: 38s - loss: 0.1046 - dice_coefficient: 0.9529 Epoch 23: loss did not improve from 0.01867 334/400 [========================>.....] - ETA: 37s - loss: 0.1043 - dice_coefficient: 0.9531 Epoch 23: loss did not improve from 0.01867 335/400 [========================>.....] - ETA: 37s - loss: 0.1041 - dice_coefficient: 0.9531 Epoch 23: loss did not improve from 0.01867 336/400 [========================>.....] - ETA: 36s - loss: 0.1039 - dice_coefficient: 0.9532 Epoch 23: loss did not improve from 0.01867 337/400 [========================>.....] - ETA: 36s - loss: 0.1037 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 338/400 [========================>.....] - ETA: 35s - loss: 0.1035 - dice_coefficient: 0.9534 Epoch 23: loss did not improve from 0.01867 339/400 [========================>.....] - ETA: 34s - loss: 0.1036 - dice_coefficient: 0.9532 Epoch 23: loss did not improve from 0.01867 340/400 [========================>.....] - ETA: 34s - loss: 0.1033 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 341/400 [========================>.....] - ETA: 33s - loss: 0.1032 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 342/400 [========================>.....] - ETA: 33s - loss: 0.1030 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 343/400 [========================>.....] - ETA: 32s - loss: 0.1029 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 344/400 [========================>.....] - ETA: 32s - loss: 0.1027 - dice_coefficient: 0.9533 Epoch 23: loss did not improve from 0.01867 345/400 [========================>.....] - ETA: 31s - loss: 0.1025 - dice_coefficient: 0.9535 Epoch 23: loss did not improve from 0.01867 346/400 [========================>.....] - ETA: 30s - loss: 0.1023 - dice_coefficient: 0.9535 Epoch 23: loss did not improve from 0.01867 347/400 [=========================>....] - ETA: 30s - loss: 0.1022 - dice_coefficient: 0.9535 Epoch 23: loss did not improve from 0.01867 348/400 [=========================>....] - ETA: 29s - loss: 0.1020 - dice_coefficient: 0.9535 Epoch 23: loss did not improve from 0.01867 349/400 [=========================>....] - ETA: 29s - loss: 0.1018 - dice_coefficient: 0.9536 Epoch 23: loss did not improve from 0.01867 350/400 [=========================>....] - ETA: 28s - loss: 0.1016 - dice_coefficient: 0.9536 Epoch 23: loss did not improve from 0.01867 351/400 [=========================>....] - ETA: 28s - loss: 0.1014 - dice_coefficient: 0.9537 Epoch 23: loss did not improve from 0.01867 352/400 [=========================>....] - ETA: 27s - loss: 0.1013 - dice_coefficient: 0.9537 Epoch 23: loss did not improve from 0.01867 353/400 [=========================>....] - ETA: 26s - loss: 0.1011 - dice_coefficient: 0.9538 Epoch 23: loss did not improve from 0.01867 354/400 [=========================>....] - ETA: 26s - loss: 0.1009 - dice_coefficient: 0.9539 Epoch 23: loss did not improve from 0.01867 355/400 [=========================>....] - ETA: 25s - loss: 0.1008 - dice_coefficient: 0.9538 Epoch 23: loss did not improve from 0.01867 356/400 [=========================>....] - ETA: 25s - loss: 0.1008 - dice_coefficient: 0.9537 Epoch 23: loss did not improve from 0.01867 357/400 [=========================>....] - ETA: 24s - loss: 0.1006 - dice_coefficient: 0.9538 Epoch 23: loss did not improve from 0.01867 358/400 [=========================>....] - ETA: 24s - loss: 0.1004 - dice_coefficient: 0.9539 Epoch 23: loss did not improve from 0.01867 359/400 [=========================>....] - ETA: 23s - loss: 0.1001 - dice_coefficient: 0.9540 Epoch 23: loss did not improve from 0.01867 360/400 [==========================>...] - ETA: 22s - loss: 0.1000 - dice_coefficient: 0.9540 Epoch 23: loss did not improve from 0.01867 361/400 [==========================>...] - ETA: 22s - loss: 0.0998 - dice_coefficient: 0.9541 Epoch 23: loss did not improve from 0.01867 362/400 [==========================>...] - ETA: 21s - loss: 0.0996 - dice_coefficient: 0.9541 Epoch 23: loss did not improve from 0.01867 363/400 [==========================>...] - ETA: 21s - loss: 0.0995 - dice_coefficient: 0.9542 Epoch 23: loss did not improve from 0.01867 364/400 [==========================>...] - ETA: 20s - loss: 0.0993 - dice_coefficient: 0.9542 Epoch 23: loss did not improve from 0.01867 365/400 [==========================>...] - ETA: 20s - loss: 0.0991 - dice_coefficient: 0.9543 Epoch 23: loss did not improve from 0.01867 366/400 [==========================>...] - ETA: 19s - loss: 0.0989 - dice_coefficient: 0.9544 Epoch 23: loss did not improve from 0.01867 367/400 [==========================>...] - ETA: 18s - loss: 0.0988 - dice_coefficient: 0.9543 Epoch 23: loss did not improve from 0.01867 368/400 [==========================>...] - ETA: 18s - loss: 0.0986 - dice_coefficient: 0.9544 Epoch 23: loss did not improve from 0.01867 369/400 [==========================>...] - ETA: 17s - loss: 0.0984 - dice_coefficient: 0.9545 Epoch 23: loss did not improve from 0.01867 370/400 [==========================>...] - ETA: 17s - loss: 0.0983 - dice_coefficient: 0.9545 Epoch 23: loss did not improve from 0.01867 371/400 [==========================>...] - ETA: 16s - loss: 0.0981 - dice_coefficient: 0.9546 Epoch 23: loss did not improve from 0.01867 372/400 [==========================>...] - ETA: 16s - loss: 0.0980 - dice_coefficient: 0.9545 Epoch 23: loss did not improve from 0.01867 373/400 [==========================>...] - ETA: 15s - loss: 0.0979 - dice_coefficient: 0.9545 Epoch 23: loss did not improve from 0.01867 374/400 [===========================>..] - ETA: 14s - loss: 0.0976 - dice_coefficient: 0.9546 Epoch 23: loss did not improve from 0.01867 375/400 [===========================>..] - ETA: 14s - loss: 0.0974 - dice_coefficient: 0.9547 Epoch 23: loss did not improve from 0.01867 376/400 [===========================>..] - ETA: 13s - loss: 0.0973 - dice_coefficient: 0.9547 Epoch 23: loss did not improve from 0.01867 377/400 [===========================>..] - ETA: 13s - loss: 0.0971 - dice_coefficient: 0.9548 Epoch 23: loss did not improve from 0.01867 378/400 [===========================>..] - ETA: 12s - loss: 0.0969 - dice_coefficient: 0.9549 Epoch 23: loss did not improve from 0.01867 379/400 [===========================>..] - ETA: 12s - loss: 0.0968 - dice_coefficient: 0.9549 Epoch 23: loss did not improve from 0.01867 380/400 [===========================>..] - ETA: 11s - loss: 0.0965 - dice_coefficient: 0.9550 Epoch 23: loss did not improve from 0.01867 381/400 [===========================>..] - ETA: 10s - loss: 0.0963 - dice_coefficient: 0.9551 Epoch 23: loss did not improve from 0.01867 382/400 [===========================>..] - ETA: 10s - loss: 0.0962 - dice_coefficient: 0.9551 Epoch 23: loss did not improve from 0.01867 383/400 [===========================>..] - ETA: 9s - loss: 0.0961 - dice_coefficient: 0.9551 Epoch 23: loss did not improve from 0.01867 384/400 [===========================>..] - ETA: 9s - loss: 0.0960 - dice_coefficient: 0.9551 Epoch 23: loss did not improve from 0.01867 385/400 [===========================>..] - ETA: 8s - loss: 0.0958 - dice_coefficient: 0.9552 Epoch 23: loss did not improve from 0.01867 386/400 [===========================>..] - ETA: 8s - loss: 0.0956 - dice_coefficient: 0.9552 Epoch 23: loss did not improve from 0.01867 387/400 [============================>.] - ETA: 7s - loss: 0.0954 - dice_coefficient: 0.9553 Epoch 23: loss did not improve from 0.01867 388/400 [============================>.] - ETA: 6s - loss: 0.0954 - dice_coefficient: 0.9552 Epoch 23: loss did not improve from 0.01867 389/400 [============================>.] - ETA: 6s - loss: 0.0954 - dice_coefficient: 0.9552 Epoch 23: loss did not improve from 0.01867 390/400 [============================>.] - ETA: 5s - loss: 0.0953 - dice_coefficient: 0.9552 Epoch 23: loss did not improve from 0.01867 391/400 [============================>.] - ETA: 5s - loss: 0.0954 - dice_coefficient: 0.9549 Epoch 23: loss did not improve from 0.01867 392/400 [============================>.] - ETA: 4s - loss: 0.0953 - dice_coefficient: 0.9549 Epoch 23: loss did not improve from 0.01867 393/400 [============================>.] - ETA: 4s - loss: 0.0953 - dice_coefficient: 0.9548 Epoch 23: loss did not improve from 0.01867 394/400 [============================>.] - ETA: 3s - loss: 0.0952 - dice_coefficient: 0.9549 Epoch 23: loss did not improve from 0.01867 395/400 [============================>.] - ETA: 2s - loss: 0.0950 - dice_coefficient: 0.9550 Epoch 23: loss did not improve from 0.01867 396/400 [============================>.] - ETA: 2s - loss: 0.0948 - dice_coefficient: 0.9550 Epoch 23: loss did not improve from 0.01867 397/400 [============================>.] - ETA: 1s - loss: 0.0946 - dice_coefficient: 0.9551 Epoch 23: loss did not improve from 0.01867 398/400 [============================>.] - ETA: 1s - loss: 0.0945 - dice_coefficient: 0.9551 Epoch 23: loss did not improve from 0.01867 399/400 [============================>.] - ETA: 0s - loss: 0.0943 - dice_coefficient: 0.9552 Epoch 23: loss did not improve from 0.01867 400/400 [==============================] - 230s 575ms/step - loss: 0.0943 - dice_coefficient: 0.9551 - val_loss: 0.7184 - val_dice_coefficient: 0.6630 - lr: 4.0000e-06 Epoch 24/30 Epoch 24: loss did not improve from 0.01867 1/400 [..............................] - ETA: 3:38 - loss: 0.2958 - dice_coefficient: 0.7531 Epoch 24: loss did not improve from 0.01867 2/400 [..............................] - ETA: 3:50 - loss: 0.1629 - dice_coefficient: 0.8637 Epoch 24: loss did not improve from 0.01867 3/400 [..............................] - ETA: 3:49 - loss: 0.1231 - dice_coefficient: 0.8981 Epoch 24: loss did not improve from 0.01867 4/400 [..............................] - ETA: 3:48 - loss: 0.1824 - dice_coefficient: 0.8490 Epoch 24: loss did not improve from 0.01867 5/400 [..............................] - ETA: 3:46 - loss: 0.1584 - dice_coefficient: 0.8676 Epoch 24: loss did not improve from 0.01867 6/400 [..............................] - ETA: 3:45 - loss: 0.1335 - dice_coefficient: 0.8884 Epoch 24: loss did not improve from 0.01867 7/400 [..............................] - ETA: 3:44 - loss: 0.1223 - dice_coefficient: 0.8980 Epoch 24: loss did not improve from 0.01867 8/400 [..............................] - ETA: 3:44 - loss: 0.1096 - dice_coefficient: 0.9092 Epoch 24: loss did not improve from 0.01867 9/400 [..............................] - ETA: 3:44 - loss: 0.1000 - dice_coefficient: 0.9174 Epoch 24: loss did not improve from 0.01867 10/400 [..............................] - ETA: 3:43 - loss: 0.0936 - dice_coefficient: 0.9231 Epoch 24: loss did not improve from 0.01867 11/400 [..............................] - ETA: 3:42 - loss: 0.0884 - dice_coefficient: 0.9281 Epoch 24: loss did not improve from 0.01867 12/400 [..............................] - ETA: 3:41 - loss: 0.0847 - dice_coefficient: 0.9308 Epoch 24: loss did not improve from 0.01867 13/400 [..............................] - ETA: 3:40 - loss: 0.0791 - dice_coefficient: 0.9355 Epoch 24: loss did not improve from 0.01867 14/400 [>.............................] - ETA: 3:40 - loss: 0.0812 - dice_coefficient: 0.9332 Epoch 24: loss did not improve from 0.01867 15/400 [>.............................] - ETA: 3:39 - loss: 0.0776 - dice_coefficient: 0.9365 Epoch 24: loss did not improve from 0.01867 16/400 [>.............................] - ETA: 3:39 - loss: 0.0736 - dice_coefficient: 0.9397 Epoch 24: loss did not improve from 0.01867 17/400 [>.............................] - ETA: 3:38 - loss: 0.0746 - dice_coefficient: 0.9407 Epoch 24: loss did not improve from 0.01867 18/400 [>.............................] - ETA: 3:38 - loss: 0.0729 - dice_coefficient: 0.9426 Epoch 24: loss did not improve from 0.01867 19/400 [>.............................] - ETA: 3:37 - loss: 0.0707 - dice_coefficient: 0.9447 Epoch 24: loss did not improve from 0.01867 20/400 [>.............................] - ETA: 3:37 - loss: 0.0763 - dice_coefficient: 0.9399 Epoch 24: loss did not improve from 0.01867 21/400 [>.............................] - ETA: 3:36 - loss: 0.0767 - dice_coefficient: 0.9391 Epoch 24: loss did not improve from 0.01867 22/400 [>.............................] - ETA: 3:36 - loss: 0.0742 - dice_coefficient: 0.9414 Epoch 24: loss did not improve from 0.01867 23/400 [>.............................] - ETA: 3:35 - loss: 0.0739 - dice_coefficient: 0.9411 Epoch 24: loss did not improve from 0.01867 24/400 [>.............................] - ETA: 3:35 - loss: 0.0721 - dice_coefficient: 0.9425 Epoch 24: loss did not improve from 0.01867 25/400 [>.............................] - ETA: 3:34 - loss: 0.0702 - dice_coefficient: 0.9442 Epoch 24: loss did not improve from 0.01867 26/400 [>.............................] - ETA: 3:33 - loss: 0.0719 - dice_coefficient: 0.9429 Epoch 24: loss did not improve from 0.01867 27/400 [=>............................] - ETA: 3:33 - loss: 0.0698 - dice_coefficient: 0.9445 Epoch 24: loss did not improve from 0.01867 28/400 [=>............................] - ETA: 3:32 - loss: 0.0679 - dice_coefficient: 0.9460 Epoch 24: loss did not improve from 0.01867 29/400 [=>............................] - ETA: 3:31 - loss: 0.0782 - dice_coefficient: 0.9377 Epoch 24: loss did not improve from 0.01867 30/400 [=>............................] - ETA: 3:31 - loss: 0.0768 - dice_coefficient: 0.9392 Epoch 24: loss did not improve from 0.01867 31/400 [=>............................] - ETA: 3:30 - loss: 0.0756 - dice_coefficient: 0.9400 Epoch 24: loss did not improve from 0.01867 32/400 [=>............................] - ETA: 3:30 - loss: 0.0746 - dice_coefficient: 0.9405 Epoch 24: loss did not improve from 0.01867 33/400 [=>............................] - ETA: 3:29 - loss: 0.0744 - dice_coefficient: 0.9405 Epoch 24: loss did not improve from 0.01867 34/400 [=>............................] - ETA: 3:29 - loss: 0.0730 - dice_coefficient: 0.9418 Epoch 24: loss did not improve from 0.01867 35/400 [=>............................] - ETA: 3:28 - loss: 0.0717 - dice_coefficient: 0.9428 Epoch 24: loss did not improve from 0.01867 36/400 [=>............................] - ETA: 3:27 - loss: 0.0718 - dice_coefficient: 0.9428 Epoch 24: loss did not improve from 0.01867 37/400 [=>............................] - ETA: 3:27 - loss: 0.0703 - dice_coefficient: 0.9441 Epoch 24: loss did not improve from 0.01867 38/400 [=>............................] - ETA: 3:26 - loss: 0.0687 - dice_coefficient: 0.9454 Epoch 24: loss did not improve from 0.01867 39/400 [=>............................] - ETA: 3:26 - loss: 0.0674 - dice_coefficient: 0.9464 Epoch 24: loss did not improve from 0.01867 40/400 [==>...........................] - ETA: 3:25 - loss: 0.0684 - dice_coefficient: 0.9454 Epoch 24: loss did not improve from 0.01867 41/400 [==>...........................] - ETA: 3:25 - loss: 0.0675 - dice_coefficient: 0.9461 Epoch 24: loss did not improve from 0.01867 42/400 [==>...........................] - ETA: 3:24 - loss: 0.0662 - dice_coefficient: 0.9472 Epoch 24: loss did not improve from 0.01867 43/400 [==>...........................] - ETA: 3:23 - loss: 0.0649 - dice_coefficient: 0.9483 Epoch 24: loss did not improve from 0.01867 44/400 [==>...........................] - ETA: 3:23 - loss: 0.0637 - dice_coefficient: 0.9492 Epoch 24: loss did not improve from 0.01867 45/400 [==>...........................] - ETA: 3:22 - loss: 0.0627 - dice_coefficient: 0.9501 Epoch 24: loss did not improve from 0.01867 46/400 [==>...........................] - ETA: 3:22 - loss: 0.0617 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 47/400 [==>...........................] - ETA: 3:21 - loss: 0.0614 - dice_coefficient: 0.9512 Epoch 24: loss did not improve from 0.01867 48/400 [==>...........................] - ETA: 3:21 - loss: 0.0611 - dice_coefficient: 0.9517 Epoch 24: loss did not improve from 0.01867 49/400 [==>...........................] - ETA: 3:20 - loss: 0.0602 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 50/400 [==>...........................] - ETA: 3:19 - loss: 0.0598 - dice_coefficient: 0.9530 Epoch 24: loss did not improve from 0.01867 51/400 [==>...........................] - ETA: 3:19 - loss: 0.0588 - dice_coefficient: 0.9538 Epoch 24: loss did not improve from 0.01867 52/400 [==>...........................] - ETA: 3:18 - loss: 0.0579 - dice_coefficient: 0.9544 Epoch 24: loss did not improve from 0.01867 53/400 [==>...........................] - ETA: 3:18 - loss: 0.0726 - dice_coefficient: 0.9448 Epoch 24: loss did not improve from 0.01867 54/400 [===>..........................] - ETA: 3:17 - loss: 0.0714 - dice_coefficient: 0.9457 Epoch 24: loss did not improve from 0.01867 55/400 [===>..........................] - ETA: 3:16 - loss: 0.0708 - dice_coefficient: 0.9461 Epoch 24: loss did not improve from 0.01867 56/400 [===>..........................] - ETA: 3:16 - loss: 0.0702 - dice_coefficient: 0.9465 Epoch 24: loss did not improve from 0.01867 57/400 [===>..........................] - ETA: 3:15 - loss: 0.0694 - dice_coefficient: 0.9471 Epoch 24: loss did not improve from 0.01867 58/400 [===>..........................] - ETA: 3:15 - loss: 0.0701 - dice_coefficient: 0.9462 Epoch 24: loss did not improve from 0.01867 59/400 [===>..........................] - ETA: 3:14 - loss: 0.0740 - dice_coefficient: 0.9428 Epoch 24: loss did not improve from 0.01867 60/400 [===>..........................] - ETA: 3:14 - loss: 0.0737 - dice_coefficient: 0.9431 Epoch 24: loss did not improve from 0.01867 61/400 [===>..........................] - ETA: 3:13 - loss: 0.0728 - dice_coefficient: 0.9438 Epoch 24: loss did not improve from 0.01867 62/400 [===>..........................] - ETA: 3:12 - loss: 0.0721 - dice_coefficient: 0.9443 Epoch 24: loss did not improve from 0.01867 63/400 [===>..........................] - ETA: 3:12 - loss: 0.0715 - dice_coefficient: 0.9448 Epoch 24: loss did not improve from 0.01867 64/400 [===>..........................] - ETA: 3:11 - loss: 0.0720 - dice_coefficient: 0.9443 Epoch 24: loss did not improve from 0.01867 65/400 [===>..........................] - ETA: 3:11 - loss: 0.0716 - dice_coefficient: 0.9446 Epoch 24: loss did not improve from 0.01867 66/400 [===>..........................] - ETA: 3:10 - loss: 0.0716 - dice_coefficient: 0.9449 Epoch 24: loss did not improve from 0.01867 67/400 [====>.........................] - ETA: 3:10 - loss: 0.0712 - dice_coefficient: 0.9451 Epoch 24: loss did not improve from 0.01867 68/400 [====>.........................] - ETA: 3:09 - loss: 0.0708 - dice_coefficient: 0.9454 Epoch 24: loss did not improve from 0.01867 69/400 [====>.........................] - ETA: 3:09 - loss: 0.0702 - dice_coefficient: 0.9458 Epoch 24: loss did not improve from 0.01867 70/400 [====>.........................] - ETA: 3:08 - loss: 0.0699 - dice_coefficient: 0.9462 Epoch 24: loss did not improve from 0.01867 71/400 [====>.........................] - ETA: 3:07 - loss: 0.0720 - dice_coefficient: 0.9443 Epoch 24: loss did not improve from 0.01867 72/400 [====>.........................] - ETA: 3:07 - loss: 0.0728 - dice_coefficient: 0.9435 Epoch 24: loss did not improve from 0.01867 73/400 [====>.........................] - ETA: 3:06 - loss: 0.0726 - dice_coefficient: 0.9435 Epoch 24: loss did not improve from 0.01867 74/400 [====>.........................] - ETA: 3:06 - loss: 0.0720 - dice_coefficient: 0.9440 Epoch 24: loss did not improve from 0.01867 75/400 [====>.........................] - ETA: 3:05 - loss: 0.0715 - dice_coefficient: 0.9444 Epoch 24: loss did not improve from 0.01867 76/400 [====>.........................] - ETA: 3:05 - loss: 0.0710 - dice_coefficient: 0.9447 Epoch 24: loss did not improve from 0.01867 77/400 [====>.........................] - ETA: 3:04 - loss: 0.0704 - dice_coefficient: 0.9453 Epoch 24: loss did not improve from 0.01867 78/400 [====>.........................] - ETA: 3:03 - loss: 0.0697 - dice_coefficient: 0.9457 Epoch 24: loss did not improve from 0.01867 79/400 [====>.........................] - ETA: 3:03 - loss: 0.0704 - dice_coefficient: 0.9453 Epoch 24: loss did not improve from 0.01867 80/400 [=====>........................] - ETA: 3:02 - loss: 0.0700 - dice_coefficient: 0.9455 Epoch 24: loss did not improve from 0.01867 81/400 [=====>........................] - ETA: 3:02 - loss: 0.0693 - dice_coefficient: 0.9460 Epoch 24: loss did not improve from 0.01867 82/400 [=====>........................] - ETA: 3:02 - loss: 0.0688 - dice_coefficient: 0.9464 Epoch 24: loss did not improve from 0.01867 83/400 [=====>........................] - ETA: 3:01 - loss: 0.0682 - dice_coefficient: 0.9469 Epoch 24: loss did not improve from 0.01867 84/400 [=====>........................] - ETA: 3:01 - loss: 0.0674 - dice_coefficient: 0.9475 Epoch 24: loss did not improve from 0.01867 85/400 [=====>........................] - ETA: 3:00 - loss: 0.0670 - dice_coefficient: 0.9478 Epoch 24: loss did not improve from 0.01867 86/400 [=====>........................] - ETA: 3:00 - loss: 0.0667 - dice_coefficient: 0.9480 Epoch 24: loss did not improve from 0.01867 87/400 [=====>........................] - ETA: 2:59 - loss: 0.0668 - dice_coefficient: 0.9479 Epoch 24: loss did not improve from 0.01867 88/400 [=====>........................] - ETA: 2:59 - loss: 0.0661 - dice_coefficient: 0.9484 Epoch 24: loss did not improve from 0.01867 89/400 [=====>........................] - ETA: 2:58 - loss: 0.0682 - dice_coefficient: 0.9466 Epoch 24: loss did not improve from 0.01867 90/400 [=====>........................] - ETA: 2:58 - loss: 0.0678 - dice_coefficient: 0.9469 Epoch 24: loss did not improve from 0.01867 91/400 [=====>........................] - ETA: 2:57 - loss: 0.0673 - dice_coefficient: 0.9473 Epoch 24: loss did not improve from 0.01867 92/400 [=====>........................] - ETA: 2:57 - loss: 0.0669 - dice_coefficient: 0.9477 Epoch 24: loss did not improve from 0.01867 93/400 [=====>........................] - ETA: 2:56 - loss: 0.0669 - dice_coefficient: 0.9476 Epoch 24: loss did not improve from 0.01867 94/400 [======>.......................] - ETA: 2:55 - loss: 0.0664 - dice_coefficient: 0.9480 Epoch 24: loss did not improve from 0.01867 95/400 [======>.......................] - ETA: 2:55 - loss: 0.0658 - dice_coefficient: 0.9485 Epoch 24: loss did not improve from 0.01867 96/400 [======>.......................] - ETA: 2:54 - loss: 0.0654 - dice_coefficient: 0.9488 Epoch 24: loss did not improve from 0.01867 97/400 [======>.......................] - ETA: 2:54 - loss: 0.0650 - dice_coefficient: 0.9491 Epoch 24: loss did not improve from 0.01867 98/400 [======>.......................] - ETA: 2:53 - loss: 0.0652 - dice_coefficient: 0.9489 Epoch 24: loss did not improve from 0.01867 99/400 [======>.......................] - ETA: 2:52 - loss: 0.0657 - dice_coefficient: 0.9486 Epoch 24: loss did not improve from 0.01867 100/400 [======>.......................] - ETA: 2:52 - loss: 0.0652 - dice_coefficient: 0.9490 Epoch 24: loss did not improve from 0.01867 101/400 [======>.......................] - ETA: 2:51 - loss: 0.0647 - dice_coefficient: 0.9494 Epoch 24: loss did not improve from 0.01867 102/400 [======>.......................] - ETA: 2:51 - loss: 0.0647 - dice_coefficient: 0.9493 Epoch 24: loss did not improve from 0.01867 103/400 [======>.......................] - ETA: 2:50 - loss: 0.0642 - dice_coefficient: 0.9497 Epoch 24: loss did not improve from 0.01867 104/400 [======>.......................] - ETA: 2:50 - loss: 0.0639 - dice_coefficient: 0.9500 Epoch 24: loss did not improve from 0.01867 105/400 [======>.......................] - ETA: 2:49 - loss: 0.0634 - dice_coefficient: 0.9504 Epoch 24: loss did not improve from 0.01867 106/400 [======>.......................] - ETA: 2:48 - loss: 0.0631 - dice_coefficient: 0.9505 Epoch 24: loss did not improve from 0.01867 107/400 [=======>......................] - ETA: 2:48 - loss: 0.0627 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 108/400 [=======>......................] - ETA: 2:47 - loss: 0.0625 - dice_coefficient: 0.9511 Epoch 24: loss did not improve from 0.01867 109/400 [=======>......................] - ETA: 2:47 - loss: 0.0622 - dice_coefficient: 0.9513 Epoch 24: loss did not improve from 0.01867 110/400 [=======>......................] - ETA: 2:46 - loss: 0.0618 - dice_coefficient: 0.9516 Epoch 24: loss did not improve from 0.01867 111/400 [=======>......................] - ETA: 2:45 - loss: 0.0615 - dice_coefficient: 0.9519 Epoch 24: loss did not improve from 0.01867 112/400 [=======>......................] - ETA: 2:45 - loss: 0.0611 - dice_coefficient: 0.9522 Epoch 24: loss did not improve from 0.01867 113/400 [=======>......................] - ETA: 2:44 - loss: 0.0608 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 114/400 [=======>......................] - ETA: 2:44 - loss: 0.0605 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 115/400 [=======>......................] - ETA: 2:43 - loss: 0.0609 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 116/400 [=======>......................] - ETA: 2:43 - loss: 0.0610 - dice_coefficient: 0.9522 Epoch 24: loss did not improve from 0.01867 117/400 [=======>......................] - ETA: 2:42 - loss: 0.0611 - dice_coefficient: 0.9521 Epoch 24: loss did not improve from 0.01867 118/400 [=======>......................] - ETA: 2:41 - loss: 0.0613 - dice_coefficient: 0.9518 Epoch 24: loss did not improve from 0.01867 119/400 [=======>......................] - ETA: 2:41 - loss: 0.0611 - dice_coefficient: 0.9519 Epoch 24: loss did not improve from 0.01867 120/400 [========>.....................] - ETA: 2:40 - loss: 0.0609 - dice_coefficient: 0.9522 Epoch 24: loss did not improve from 0.01867 121/400 [========>.....................] - ETA: 2:40 - loss: 0.0607 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 122/400 [========>.....................] - ETA: 2:39 - loss: 0.0607 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 123/400 [========>.....................] - ETA: 2:38 - loss: 0.0605 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 124/400 [========>.....................] - ETA: 2:38 - loss: 0.0601 - dice_coefficient: 0.9528 Epoch 24: loss did not improve from 0.01867 125/400 [========>.....................] - ETA: 2:37 - loss: 0.0598 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 126/400 [========>.....................] - ETA: 2:37 - loss: 0.0599 - dice_coefficient: 0.9529 Epoch 24: loss did not improve from 0.01867 127/400 [========>.....................] - ETA: 2:36 - loss: 0.0597 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 128/400 [========>.....................] - ETA: 2:36 - loss: 0.0595 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 129/400 [========>.....................] - ETA: 2:35 - loss: 0.0593 - dice_coefficient: 0.9535 Epoch 24: loss did not improve from 0.01867 130/400 [========>.....................] - ETA: 2:34 - loss: 0.0592 - dice_coefficient: 0.9535 Epoch 24: loss did not improve from 0.01867 131/400 [========>.....................] - ETA: 2:34 - loss: 0.0591 - dice_coefficient: 0.9535 Epoch 24: loss did not improve from 0.01867 132/400 [========>.....................] - ETA: 2:33 - loss: 0.0588 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 133/400 [========>.....................] - ETA: 2:33 - loss: 0.0586 - dice_coefficient: 0.9540 Epoch 24: loss did not improve from 0.01867 134/400 [=========>....................] - ETA: 2:32 - loss: 0.0584 - dice_coefficient: 0.9542 Epoch 24: loss did not improve from 0.01867 135/400 [=========>....................] - ETA: 2:31 - loss: 0.0583 - dice_coefficient: 0.9543 Epoch 24: loss did not improve from 0.01867 136/400 [=========>....................] - ETA: 2:31 - loss: 0.0580 - dice_coefficient: 0.9545 Epoch 24: loss did not improve from 0.01867 137/400 [=========>....................] - ETA: 2:30 - loss: 0.0578 - dice_coefficient: 0.9546 Epoch 24: loss did not improve from 0.01867 138/400 [=========>....................] - ETA: 2:30 - loss: 0.0576 - dice_coefficient: 0.9548 Epoch 24: loss did not improve from 0.01867 139/400 [=========>....................] - ETA: 2:29 - loss: 0.0574 - dice_coefficient: 0.9550 Epoch 24: loss did not improve from 0.01867 140/400 [=========>....................] - ETA: 2:29 - loss: 0.0573 - dice_coefficient: 0.9551 Epoch 24: loss did not improve from 0.01867 141/400 [=========>....................] - ETA: 2:28 - loss: 0.0570 - dice_coefficient: 0.9553 Epoch 24: loss did not improve from 0.01867 142/400 [=========>....................] - ETA: 2:28 - loss: 0.0567 - dice_coefficient: 0.9555 Epoch 24: loss did not improve from 0.01867 143/400 [=========>....................] - ETA: 2:27 - loss: 0.0570 - dice_coefficient: 0.9555 Epoch 24: loss did not improve from 0.01867 144/400 [=========>....................] - ETA: 2:27 - loss: 0.0569 - dice_coefficient: 0.9556 Epoch 24: loss did not improve from 0.01867 145/400 [=========>....................] - ETA: 2:26 - loss: 0.0567 - dice_coefficient: 0.9558 Epoch 24: loss did not improve from 0.01867 146/400 [=========>....................] - ETA: 2:25 - loss: 0.0572 - dice_coefficient: 0.9553 Epoch 24: loss did not improve from 0.01867 147/400 [==========>...................] - ETA: 2:25 - loss: 0.0570 - dice_coefficient: 0.9554 Epoch 24: loss did not improve from 0.01867 148/400 [==========>...................] - ETA: 2:24 - loss: 0.0567 - dice_coefficient: 0.9557 Epoch 24: loss did not improve from 0.01867 149/400 [==========>...................] - ETA: 2:24 - loss: 0.0565 - dice_coefficient: 0.9558 Epoch 24: loss did not improve from 0.01867 150/400 [==========>...................] - ETA: 2:23 - loss: 0.0568 - dice_coefficient: 0.9555 Epoch 24: loss did not improve from 0.01867 151/400 [==========>...................] - ETA: 2:23 - loss: 0.0565 - dice_coefficient: 0.9558 Epoch 24: loss did not improve from 0.01867 152/400 [==========>...................] - ETA: 2:22 - loss: 0.0586 - dice_coefficient: 0.9540 Epoch 24: loss did not improve from 0.01867 153/400 [==========>...................] - ETA: 2:22 - loss: 0.0583 - dice_coefficient: 0.9543 Epoch 24: loss did not improve from 0.01867 154/400 [==========>...................] - ETA: 2:21 - loss: 0.0583 - dice_coefficient: 0.9542 Epoch 24: loss did not improve from 0.01867 155/400 [==========>...................] - ETA: 2:21 - loss: 0.0580 - dice_coefficient: 0.9545 Epoch 24: loss did not improve from 0.01867 156/400 [==========>...................] - ETA: 2:20 - loss: 0.0610 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 157/400 [==========>...................] - ETA: 2:19 - loss: 0.0609 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 158/400 [==========>...................] - ETA: 2:19 - loss: 0.0606 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 159/400 [==========>...................] - ETA: 2:18 - loss: 0.0605 - dice_coefficient: 0.9528 Epoch 24: loss did not improve from 0.01867 160/400 [===========>..................] - ETA: 2:18 - loss: 0.0603 - dice_coefficient: 0.9529 Epoch 24: loss did not improve from 0.01867 161/400 [===========>..................] - ETA: 2:17 - loss: 0.0601 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0600 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 163/400 [===========>..................] - ETA: 2:16 - loss: 0.0601 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 164/400 [===========>..................] - ETA: 2:15 - loss: 0.0598 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 165/400 [===========>..................] - ETA: 2:15 - loss: 0.0596 - dice_coefficient: 0.9536 Epoch 24: loss did not improve from 0.01867 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0594 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 167/400 [===========>..................] - ETA: 2:14 - loss: 0.0595 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 168/400 [===========>..................] - ETA: 2:13 - loss: 0.0593 - dice_coefficient: 0.9539 Epoch 24: loss did not improve from 0.01867 169/400 [===========>..................] - ETA: 2:12 - loss: 0.0595 - dice_coefficient: 0.9538 Epoch 24: loss did not improve from 0.01867 170/400 [===========>..................] - ETA: 2:12 - loss: 0.0596 - dice_coefficient: 0.9538 Epoch 24: loss did not improve from 0.01867 171/400 [===========>..................] - ETA: 2:11 - loss: 0.0597 - dice_coefficient: 0.9538 Epoch 24: loss did not improve from 0.01867 172/400 [===========>..................] - ETA: 2:11 - loss: 0.0601 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 173/400 [===========>..................] - ETA: 2:10 - loss: 0.0598 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 174/400 [============>.................] - ETA: 2:09 - loss: 0.0600 - dice_coefficient: 0.9536 Epoch 24: loss did not improve from 0.01867 175/400 [============>.................] - ETA: 2:09 - loss: 0.0597 - dice_coefficient: 0.9538 Epoch 24: loss did not improve from 0.01867 176/400 [============>.................] - ETA: 2:08 - loss: 0.0596 - dice_coefficient: 0.9540 Epoch 24: loss did not improve from 0.01867 177/400 [============>.................] - ETA: 2:08 - loss: 0.0594 - dice_coefficient: 0.9541 Epoch 24: loss did not improve from 0.01867 178/400 [============>.................] - ETA: 2:07 - loss: 0.0599 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 179/400 [============>.................] - ETA: 2:07 - loss: 0.0596 - dice_coefficient: 0.9539 Epoch 24: loss did not improve from 0.01867 180/400 [============>.................] - ETA: 2:06 - loss: 0.0609 - dice_coefficient: 0.9528 Epoch 24: loss did not improve from 0.01867 181/400 [============>.................] - ETA: 2:05 - loss: 0.0616 - dice_coefficient: 0.9522 Epoch 24: loss did not improve from 0.01867 182/400 [============>.................] - ETA: 2:05 - loss: 0.0617 - dice_coefficient: 0.9520 Epoch 24: loss did not improve from 0.01867 183/400 [============>.................] - ETA: 2:04 - loss: 0.0616 - dice_coefficient: 0.9521 Epoch 24: loss did not improve from 0.01867 184/400 [============>.................] - ETA: 2:04 - loss: 0.1493 - dice_coefficient: 0.9470 Epoch 24: loss did not improve from 0.01867 185/400 [============>.................] - ETA: 2:03 - loss: 0.1486 - dice_coefficient: 0.9472 Epoch 24: loss did not improve from 0.01867 186/400 [============>.................] - ETA: 2:03 - loss: 0.1480 - dice_coefficient: 0.9473 Epoch 24: loss did not improve from 0.01867 187/400 [=============>................] - ETA: 2:02 - loss: 0.1475 - dice_coefficient: 0.9473 Epoch 24: loss did not improve from 0.01867 188/400 [=============>................] - ETA: 2:01 - loss: 0.1468 - dice_coefficient: 0.9475 Epoch 24: loss did not improve from 0.01867 189/400 [=============>................] - ETA: 2:01 - loss: 0.1462 - dice_coefficient: 0.9476 Epoch 24: loss did not improve from 0.01867 190/400 [=============>................] - ETA: 2:00 - loss: 0.1456 - dice_coefficient: 0.9478 Epoch 24: loss did not improve from 0.01867 191/400 [=============>................] - ETA: 2:00 - loss: 0.1449 - dice_coefficient: 0.9480 Epoch 24: loss did not improve from 0.01867 192/400 [=============>................] - ETA: 1:59 - loss: 0.1445 - dice_coefficient: 0.9480 Epoch 24: loss did not improve from 0.01867 193/400 [=============>................] - ETA: 1:59 - loss: 0.1438 - dice_coefficient: 0.9482 Epoch 24: loss did not improve from 0.01867 194/400 [=============>................] - ETA: 1:58 - loss: 0.1431 - dice_coefficient: 0.9485 Epoch 24: loss did not improve from 0.01867 195/400 [=============>................] - ETA: 1:57 - loss: 0.1426 - dice_coefficient: 0.9486 Epoch 24: loss did not improve from 0.01867 196/400 [=============>................] - ETA: 1:57 - loss: 0.1424 - dice_coefficient: 0.9484 Epoch 24: loss did not improve from 0.01867 197/400 [=============>................] - ETA: 1:56 - loss: 0.1424 - dice_coefficient: 0.9481 Epoch 24: loss did not improve from 0.01867 198/400 [=============>................] - ETA: 1:56 - loss: 0.1421 - dice_coefficient: 0.9479 Epoch 24: loss did not improve from 0.01867 199/400 [=============>................] - ETA: 1:55 - loss: 0.1415 - dice_coefficient: 0.9481 Epoch 24: loss did not improve from 0.01867 200/400 [==============>...............] - ETA: 1:55 - loss: 0.1410 - dice_coefficient: 0.9482 Epoch 24: loss did not improve from 0.01867 201/400 [==============>...............] - ETA: 1:54 - loss: 0.1405 - dice_coefficient: 0.9484 Epoch 24: loss did not improve from 0.01867 202/400 [==============>...............] - ETA: 1:53 - loss: 0.1401 - dice_coefficient: 0.9483 Epoch 24: loss did not improve from 0.01867 203/400 [==============>...............] - ETA: 1:53 - loss: 0.1395 - dice_coefficient: 0.9485 Epoch 24: loss did not improve from 0.01867 204/400 [==============>...............] - ETA: 1:52 - loss: 0.1402 - dice_coefficient: 0.9476 Epoch 24: loss did not improve from 0.01867 205/400 [==============>...............] - ETA: 1:52 - loss: 0.1397 - dice_coefficient: 0.9478 Epoch 24: loss did not improve from 0.01867 206/400 [==============>...............] - ETA: 1:51 - loss: 0.1391 - dice_coefficient: 0.9480 Epoch 24: loss did not improve from 0.01867 207/400 [==============>...............] - ETA: 1:51 - loss: 0.1385 - dice_coefficient: 0.9482 Epoch 24: loss did not improve from 0.01867 208/400 [==============>...............] - ETA: 1:50 - loss: 0.1378 - dice_coefficient: 0.9484 Epoch 24: loss did not improve from 0.01867 209/400 [==============>...............] - ETA: 1:49 - loss: 0.1373 - dice_coefficient: 0.9486 Epoch 24: loss did not improve from 0.01867 210/400 [==============>...............] - ETA: 1:49 - loss: 0.1368 - dice_coefficient: 0.9487 Epoch 24: loss did not improve from 0.01867 211/400 [==============>...............] - ETA: 1:48 - loss: 0.1364 - dice_coefficient: 0.9488 Epoch 24: loss did not improve from 0.01867 212/400 [==============>...............] - ETA: 1:48 - loss: 0.1358 - dice_coefficient: 0.9489 Epoch 24: loss did not improve from 0.01867 213/400 [==============>...............] - ETA: 1:47 - loss: 0.1354 - dice_coefficient: 0.9489 Epoch 24: loss did not improve from 0.01867 214/400 [===============>..............] - ETA: 1:47 - loss: 0.1349 - dice_coefficient: 0.9491 Epoch 24: loss did not improve from 0.01867 215/400 [===============>..............] - ETA: 1:46 - loss: 0.1344 - dice_coefficient: 0.9493 Epoch 24: loss did not improve from 0.01867 216/400 [===============>..............] - ETA: 1:45 - loss: 0.1340 - dice_coefficient: 0.9493 Epoch 24: loss did not improve from 0.01867 217/400 [===============>..............] - ETA: 1:45 - loss: 0.1335 - dice_coefficient: 0.9495 Epoch 24: loss did not improve from 0.01867 218/400 [===============>..............] - ETA: 1:44 - loss: 0.1330 - dice_coefficient: 0.9496 Epoch 24: loss did not improve from 0.01867 219/400 [===============>..............] - ETA: 1:44 - loss: 0.1325 - dice_coefficient: 0.9497 Epoch 24: loss did not improve from 0.01867 220/400 [===============>..............] - ETA: 1:43 - loss: 0.1321 - dice_coefficient: 0.9498 Epoch 24: loss did not improve from 0.01867 221/400 [===============>..............] - ETA: 1:42 - loss: 0.1316 - dice_coefficient: 0.9500 Epoch 24: loss did not improve from 0.01867 222/400 [===============>..............] - ETA: 1:42 - loss: 0.1312 - dice_coefficient: 0.9500 Epoch 24: loss did not improve from 0.01867 223/400 [===============>..............] - ETA: 1:41 - loss: 0.1308 - dice_coefficient: 0.9502 Epoch 24: loss did not improve from 0.01867 224/400 [===============>..............] - ETA: 1:41 - loss: 0.1303 - dice_coefficient: 0.9503 Epoch 24: loss did not improve from 0.01867 225/400 [===============>..............] - ETA: 1:40 - loss: 0.1299 - dice_coefficient: 0.9504 Epoch 24: loss did not improve from 0.01867 226/400 [===============>..............] - ETA: 1:40 - loss: 0.1303 - dice_coefficient: 0.9498 Epoch 24: loss did not improve from 0.01867 227/400 [================>.............] - ETA: 1:39 - loss: 0.1299 - dice_coefficient: 0.9498 Epoch 24: loss did not improve from 0.01867 228/400 [================>.............] - ETA: 1:38 - loss: 0.1295 - dice_coefficient: 0.9500 Epoch 24: loss did not improve from 0.01867 229/400 [================>.............] - ETA: 1:38 - loss: 0.1292 - dice_coefficient: 0.9499 Epoch 24: loss did not improve from 0.01867 230/400 [================>.............] - ETA: 1:37 - loss: 0.1288 - dice_coefficient: 0.9500 Epoch 24: loss did not improve from 0.01867 231/400 [================>.............] - ETA: 1:37 - loss: 0.1284 - dice_coefficient: 0.9501 Epoch 24: loss did not improve from 0.01867 232/400 [================>.............] - ETA: 1:36 - loss: 0.1280 - dice_coefficient: 0.9502 Epoch 24: loss did not improve from 0.01867 233/400 [================>.............] - ETA: 1:36 - loss: 0.1275 - dice_coefficient: 0.9504 Epoch 24: loss did not improve from 0.01867 234/400 [================>.............] - ETA: 1:35 - loss: 0.1271 - dice_coefficient: 0.9505 Epoch 24: loss did not improve from 0.01867 235/400 [================>.............] - ETA: 1:34 - loss: 0.1267 - dice_coefficient: 0.9506 Epoch 24: loss did not improve from 0.01867 236/400 [================>.............] - ETA: 1:34 - loss: 0.1263 - dice_coefficient: 0.9507 Epoch 24: loss did not improve from 0.01867 237/400 [================>.............] - ETA: 1:33 - loss: 0.1258 - dice_coefficient: 0.9508 Epoch 24: loss did not improve from 0.01867 238/400 [================>.............] - ETA: 1:33 - loss: 0.1255 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 239/400 [================>.............] - ETA: 1:32 - loss: 0.1250 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 240/400 [=================>............] - ETA: 1:32 - loss: 0.1249 - dice_coefficient: 0.9508 Epoch 24: loss did not improve from 0.01867 241/400 [=================>............] - ETA: 1:31 - loss: 0.1246 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 242/400 [=================>............] - ETA: 1:30 - loss: 0.1243 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 243/400 [=================>............] - ETA: 1:30 - loss: 0.1239 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 244/400 [=================>............] - ETA: 1:29 - loss: 0.1240 - dice_coefficient: 0.9507 Epoch 24: loss did not improve from 0.01867 245/400 [=================>............] - ETA: 1:29 - loss: 0.1236 - dice_coefficient: 0.9508 Epoch 24: loss did not improve from 0.01867 246/400 [=================>............] - ETA: 1:28 - loss: 0.1232 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 247/400 [=================>............] - ETA: 1:27 - loss: 0.1230 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 248/400 [=================>............] - ETA: 1:27 - loss: 0.1227 - dice_coefficient: 0.9511 Epoch 24: loss did not improve from 0.01867 249/400 [=================>............] - ETA: 1:26 - loss: 0.1223 - dice_coefficient: 0.9513 Epoch 24: loss did not improve from 0.01867 250/400 [=================>............] - ETA: 1:26 - loss: 0.1220 - dice_coefficient: 0.9513 Epoch 24: loss did not improve from 0.01867 251/400 [=================>............] - ETA: 1:25 - loss: 0.1216 - dice_coefficient: 0.9514 Epoch 24: loss did not improve from 0.01867 252/400 [=================>............] - ETA: 1:25 - loss: 0.1212 - dice_coefficient: 0.9515 Epoch 24: loss did not improve from 0.01867 253/400 [=================>............] - ETA: 1:24 - loss: 0.1216 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 254/400 [==================>...........] - ETA: 1:23 - loss: 0.1212 - dice_coefficient: 0.9511 Epoch 24: loss did not improve from 0.01867 255/400 [==================>...........] - ETA: 1:23 - loss: 0.1208 - dice_coefficient: 0.9512 Epoch 24: loss did not improve from 0.01867 256/400 [==================>...........] - ETA: 1:22 - loss: 0.1204 - dice_coefficient: 0.9514 Epoch 24: loss did not improve from 0.01867 257/400 [==================>...........] - ETA: 1:22 - loss: 0.1200 - dice_coefficient: 0.9515 Epoch 24: loss did not improve from 0.01867 258/400 [==================>...........] - ETA: 1:21 - loss: 0.1197 - dice_coefficient: 0.9515 Epoch 24: loss did not improve from 0.01867 259/400 [==================>...........] - ETA: 1:21 - loss: 0.1198 - dice_coefficient: 0.9513 Epoch 24: loss did not improve from 0.01867 260/400 [==================>...........] - ETA: 1:20 - loss: 0.1195 - dice_coefficient: 0.9513 Epoch 24: loss did not improve from 0.01867 261/400 [==================>...........] - ETA: 1:19 - loss: 0.1191 - dice_coefficient: 0.9514 Epoch 24: loss did not improve from 0.01867 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1188 - dice_coefficient: 0.9516 Epoch 24: loss did not improve from 0.01867 263/400 [==================>...........] - ETA: 1:18 - loss: 0.1184 - dice_coefficient: 0.9517 Epoch 24: loss did not improve from 0.01867 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1183 - dice_coefficient: 0.9516 Epoch 24: loss did not improve from 0.01867 265/400 [==================>...........] - ETA: 1:17 - loss: 0.1179 - dice_coefficient: 0.9517 Epoch 24: loss did not improve from 0.01867 266/400 [==================>...........] - ETA: 1:17 - loss: 0.1176 - dice_coefficient: 0.9518 Epoch 24: loss did not improve from 0.01867 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1172 - dice_coefficient: 0.9520 Epoch 24: loss did not improve from 0.01867 268/400 [===================>..........] - ETA: 1:15 - loss: 0.1169 - dice_coefficient: 0.9520 Epoch 24: loss did not improve from 0.01867 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1195 - dice_coefficient: 0.9502 Epoch 24: loss did not improve from 0.01867 270/400 [===================>..........] - ETA: 1:14 - loss: 0.1191 - dice_coefficient: 0.9504 Epoch 24: loss did not improve from 0.01867 271/400 [===================>..........] - ETA: 1:14 - loss: 0.1187 - dice_coefficient: 0.9506 Epoch 24: loss did not improve from 0.01867 272/400 [===================>..........] - ETA: 1:13 - loss: 0.1184 - dice_coefficient: 0.9506 Epoch 24: loss did not improve from 0.01867 273/400 [===================>..........] - ETA: 1:13 - loss: 0.1183 - dice_coefficient: 0.9506 Epoch 24: loss did not improve from 0.01867 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1179 - dice_coefficient: 0.9507 Epoch 24: loss did not improve from 0.01867 275/400 [===================>..........] - ETA: 1:11 - loss: 0.1177 - dice_coefficient: 0.9507 Epoch 24: loss did not improve from 0.01867 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1175 - dice_coefficient: 0.9507 Epoch 24: loss did not improve from 0.01867 277/400 [===================>..........] - ETA: 1:10 - loss: 0.1172 - dice_coefficient: 0.9507 Epoch 24: loss did not improve from 0.01867 278/400 [===================>..........] - ETA: 1:10 - loss: 0.1169 - dice_coefficient: 0.9508 Epoch 24: loss did not improve from 0.01867 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1165 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 280/400 [====================>.........] - ETA: 1:09 - loss: 0.1163 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1161 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 282/400 [====================>.........] - ETA: 1:07 - loss: 0.1160 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1158 - dice_coefficient: 0.9509 Epoch 24: loss did not improve from 0.01867 284/400 [====================>.........] - ETA: 1:06 - loss: 0.1155 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1153 - dice_coefficient: 0.9510 Epoch 24: loss did not improve from 0.01867 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1150 - dice_coefficient: 0.9511 Epoch 24: loss did not improve from 0.01867 287/400 [====================>.........] - ETA: 1:04 - loss: 0.1147 - dice_coefficient: 0.9512 Epoch 24: loss did not improve from 0.01867 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1144 - dice_coefficient: 0.9513 Epoch 24: loss did not improve from 0.01867 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1142 - dice_coefficient: 0.9513 Epoch 24: loss did not improve from 0.01867 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1139 - dice_coefficient: 0.9514 Epoch 24: loss did not improve from 0.01867 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1136 - dice_coefficient: 0.9515 Epoch 24: loss did not improve from 0.01867 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1133 - dice_coefficient: 0.9516 Epoch 24: loss did not improve from 0.01867 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1130 - dice_coefficient: 0.9517 Epoch 24: loss did not improve from 0.01867 294/400 [=====================>........] - ETA: 1:00 - loss: 0.1131 - dice_coefficient: 0.9514 Epoch 24: loss did not improve from 0.01867 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1129 - dice_coefficient: 0.9514 Epoch 24: loss did not improve from 0.01867 296/400 [=====================>........] - ETA: 59s - loss: 0.1126 - dice_coefficient: 0.9515 Epoch 24: loss did not improve from 0.01867 297/400 [=====================>........] - ETA: 59s - loss: 0.1123 - dice_coefficient: 0.9516 Epoch 24: loss did not improve from 0.01867 298/400 [=====================>........] - ETA: 58s - loss: 0.1122 - dice_coefficient: 0.9515 Epoch 24: loss did not improve from 0.01867 299/400 [=====================>........] - ETA: 58s - loss: 0.1119 - dice_coefficient: 0.9517 Epoch 24: loss did not improve from 0.01867 300/400 [=====================>........] - ETA: 57s - loss: 0.1117 - dice_coefficient: 0.9517 Epoch 24: loss did not improve from 0.01867 301/400 [=====================>........] - ETA: 56s - loss: 0.1114 - dice_coefficient: 0.9518 Epoch 24: loss did not improve from 0.01867 302/400 [=====================>........] - ETA: 56s - loss: 0.1111 - dice_coefficient: 0.9519 Epoch 24: loss did not improve from 0.01867 303/400 [=====================>........] - ETA: 55s - loss: 0.1107 - dice_coefficient: 0.9520 Epoch 24: loss did not improve from 0.01867 304/400 [=====================>........] - ETA: 55s - loss: 0.1105 - dice_coefficient: 0.9521 Epoch 24: loss did not improve from 0.01867 305/400 [=====================>........] - ETA: 54s - loss: 0.1102 - dice_coefficient: 0.9522 Epoch 24: loss did not improve from 0.01867 306/400 [=====================>........] - ETA: 54s - loss: 0.1100 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 307/400 [======================>.......] - ETA: 53s - loss: 0.1098 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 308/400 [======================>.......] - ETA: 52s - loss: 0.1095 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 309/400 [======================>.......] - ETA: 52s - loss: 0.1094 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 310/400 [======================>.......] - ETA: 51s - loss: 0.1092 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 311/400 [======================>.......] - ETA: 51s - loss: 0.1089 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 312/400 [======================>.......] - ETA: 50s - loss: 0.1086 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 313/400 [======================>.......] - ETA: 50s - loss: 0.1090 - dice_coefficient: 0.9521 Epoch 24: loss did not improve from 0.01867 314/400 [======================>.......] - ETA: 49s - loss: 0.1087 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 315/400 [======================>.......] - ETA: 48s - loss: 0.1084 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 316/400 [======================>.......] - ETA: 48s - loss: 0.1083 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 317/400 [======================>.......] - ETA: 47s - loss: 0.1080 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 318/400 [======================>.......] - ETA: 47s - loss: 0.1077 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 319/400 [======================>.......] - ETA: 46s - loss: 0.1077 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 320/400 [=======================>......] - ETA: 45s - loss: 0.1074 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 321/400 [=======================>......] - ETA: 45s - loss: 0.1072 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 322/400 [=======================>......] - ETA: 44s - loss: 0.1069 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 323/400 [=======================>......] - ETA: 44s - loss: 0.1068 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 324/400 [=======================>......] - ETA: 43s - loss: 0.1065 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 325/400 [=======================>......] - ETA: 43s - loss: 0.1063 - dice_coefficient: 0.9528 Epoch 24: loss did not improve from 0.01867 326/400 [=======================>......] - ETA: 42s - loss: 0.1061 - dice_coefficient: 0.9529 Epoch 24: loss did not improve from 0.01867 327/400 [=======================>......] - ETA: 41s - loss: 0.1058 - dice_coefficient: 0.9530 Epoch 24: loss did not improve from 0.01867 328/400 [=======================>......] - ETA: 41s - loss: 0.1056 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 329/400 [=======================>......] - ETA: 40s - loss: 0.1053 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 330/400 [=======================>......] - ETA: 40s - loss: 0.1050 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 331/400 [=======================>......] - ETA: 39s - loss: 0.1048 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 332/400 [=======================>......] - ETA: 39s - loss: 0.1047 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 333/400 [=======================>......] - ETA: 38s - loss: 0.1044 - dice_coefficient: 0.9535 Epoch 24: loss did not improve from 0.01867 334/400 [========================>.....] - ETA: 37s - loss: 0.1041 - dice_coefficient: 0.9536 Epoch 24: loss did not improve from 0.01867 335/400 [========================>.....] - ETA: 37s - loss: 0.1039 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 336/400 [========================>.....] - ETA: 36s - loss: 0.1037 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 337/400 [========================>.....] - ETA: 36s - loss: 0.1035 - dice_coefficient: 0.9537 Epoch 24: loss did not improve from 0.01867 338/400 [========================>.....] - ETA: 35s - loss: 0.1033 - dice_coefficient: 0.9538 Epoch 24: loss did not improve from 0.01867 339/400 [========================>.....] - ETA: 35s - loss: 0.1038 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 340/400 [========================>.....] - ETA: 34s - loss: 0.1046 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 341/400 [========================>.....] - ETA: 33s - loss: 0.1045 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 342/400 [========================>.....] - ETA: 33s - loss: 0.1042 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 343/400 [========================>.....] - ETA: 32s - loss: 0.1040 - dice_coefficient: 0.9528 Epoch 24: loss did not improve from 0.01867 344/400 [========================>.....] - ETA: 32s - loss: 0.1047 - dice_coefficient: 0.9521 Epoch 24: loss did not improve from 0.01867 345/400 [========================>.....] - ETA: 31s - loss: 0.1045 - dice_coefficient: 0.9522 Epoch 24: loss did not improve from 0.01867 346/400 [========================>.....] - ETA: 31s - loss: 0.1044 - dice_coefficient: 0.9522 Epoch 24: loss did not improve from 0.01867 347/400 [=========================>....] - ETA: 30s - loss: 0.1041 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 348/400 [=========================>....] - ETA: 29s - loss: 0.1039 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 349/400 [=========================>....] - ETA: 29s - loss: 0.1037 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 350/400 [=========================>....] - ETA: 28s - loss: 0.1035 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 351/400 [=========================>....] - ETA: 28s - loss: 0.1035 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 352/400 [=========================>....] - ETA: 27s - loss: 0.1032 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 353/400 [=========================>....] - ETA: 27s - loss: 0.1030 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 354/400 [=========================>....] - ETA: 26s - loss: 0.1030 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 355/400 [=========================>....] - ETA: 25s - loss: 0.1028 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 356/400 [=========================>....] - ETA: 25s - loss: 0.1030 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 357/400 [=========================>....] - ETA: 24s - loss: 0.1027 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 358/400 [=========================>....] - ETA: 24s - loss: 0.1026 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 359/400 [=========================>....] - ETA: 23s - loss: 0.1026 - dice_coefficient: 0.9523 Epoch 24: loss did not improve from 0.01867 360/400 [==========================>...] - ETA: 22s - loss: 0.1024 - dice_coefficient: 0.9524 Epoch 24: loss did not improve from 0.01867 361/400 [==========================>...] - ETA: 22s - loss: 0.1022 - dice_coefficient: 0.9525 Epoch 24: loss did not improve from 0.01867 362/400 [==========================>...] - ETA: 21s - loss: 0.1020 - dice_coefficient: 0.9526 Epoch 24: loss did not improve from 0.01867 363/400 [==========================>...] - ETA: 21s - loss: 0.1018 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 364/400 [==========================>...] - ETA: 20s - loss: 0.1016 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 365/400 [==========================>...] - ETA: 20s - loss: 0.1015 - dice_coefficient: 0.9527 Epoch 24: loss did not improve from 0.01867 366/400 [==========================>...] - ETA: 19s - loss: 0.1012 - dice_coefficient: 0.9528 Epoch 24: loss did not improve from 0.01867 367/400 [==========================>...] - ETA: 18s - loss: 0.1010 - dice_coefficient: 0.9529 Epoch 24: loss did not improve from 0.01867 368/400 [==========================>...] - ETA: 18s - loss: 0.1008 - dice_coefficient: 0.9530 Epoch 24: loss did not improve from 0.01867 369/400 [==========================>...] - ETA: 17s - loss: 0.1006 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 370/400 [==========================>...] - ETA: 17s - loss: 0.1004 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 371/400 [==========================>...] - ETA: 16s - loss: 0.1004 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 372/400 [==========================>...] - ETA: 16s - loss: 0.1002 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 373/400 [==========================>...] - ETA: 15s - loss: 0.1000 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 374/400 [===========================>..] - ETA: 14s - loss: 0.0999 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 375/400 [===========================>..] - ETA: 14s - loss: 0.0998 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 376/400 [===========================>..] - ETA: 13s - loss: 0.0999 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 377/400 [===========================>..] - ETA: 13s - loss: 0.0997 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 378/400 [===========================>..] - ETA: 12s - loss: 0.0995 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 379/400 [===========================>..] - ETA: 12s - loss: 0.0997 - dice_coefficient: 0.9530 Epoch 24: loss did not improve from 0.01867 380/400 [===========================>..] - ETA: 11s - loss: 0.0998 - dice_coefficient: 0.9528 Epoch 24: loss did not improve from 0.01867 381/400 [===========================>..] - ETA: 10s - loss: 0.0996 - dice_coefficient: 0.9529 Epoch 24: loss did not improve from 0.01867 382/400 [===========================>..] - ETA: 10s - loss: 0.0994 - dice_coefficient: 0.9529 Epoch 24: loss did not improve from 0.01867 383/400 [===========================>..] - ETA: 9s - loss: 0.0993 - dice_coefficient: 0.9530 Epoch 24: loss did not improve from 0.01867 384/400 [===========================>..] - ETA: 9s - loss: 0.0991 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 385/400 [===========================>..] - ETA: 8s - loss: 0.0990 - dice_coefficient: 0.9531 Epoch 24: loss did not improve from 0.01867 386/400 [===========================>..] - ETA: 8s - loss: 0.0988 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 387/400 [============================>.] - ETA: 7s - loss: 0.0986 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 388/400 [============================>.] - ETA: 6s - loss: 0.0986 - dice_coefficient: 0.9532 Epoch 24: loss did not improve from 0.01867 389/400 [============================>.] - ETA: 6s - loss: 0.0984 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 390/400 [============================>.] - ETA: 5s - loss: 0.0982 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 391/400 [============================>.] - ETA: 5s - loss: 0.0981 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 392/400 [============================>.] - ETA: 4s - loss: 0.0979 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 393/400 [============================>.] - ETA: 4s - loss: 0.0977 - dice_coefficient: 0.9535 Epoch 24: loss did not improve from 0.01867 394/400 [============================>.] - ETA: 3s - loss: 0.0975 - dice_coefficient: 0.9536 Epoch 24: loss did not improve from 0.01867 395/400 [============================>.] - ETA: 2s - loss: 0.0976 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 396/400 [============================>.] - ETA: 2s - loss: 0.0976 - dice_coefficient: 0.9533 Epoch 24: loss did not improve from 0.01867 397/400 [============================>.] - ETA: 1s - loss: 0.0974 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 398/400 [============================>.] - ETA: 1s - loss: 0.0972 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 399/400 [============================>.] - ETA: 0s - loss: 0.0971 - dice_coefficient: 0.9534 Epoch 24: loss did not improve from 0.01867 400/400 [==============================] - ETA: 0s - loss: 0.0972 - dice_coefficient: 0.9533 Epoch 24: ReduceLROnPlateau reducing learning rate to 1e-06. 400/400 [==============================] - 231s 577ms/step - loss: 0.0972 - dice_coefficient: 0.9533 - val_loss: 0.7189 - val_dice_coefficient: 0.6644 - lr: 4.0000e-06 Epoch 25/30 Epoch 25: loss did not improve from 0.01867 1/400 [..............................] - ETA: 3:39 - loss: 0.0402 - dice_coefficient: 0.9673 Epoch 25: loss did not improve from 0.01867 2/400 [..............................] - ETA: 3:45 - loss: 0.0373 - dice_coefficient: 0.9730 Epoch 25: loss did not improve from 0.01867 3/400 [..............................] - ETA: 3:48 - loss: 0.0870 - dice_coefficient: 0.9377 Epoch 25: loss did not improve from 0.01867 4/400 [..............................] - ETA: 3:45 - loss: 0.0684 - dice_coefficient: 0.9507 Epoch 25: loss did not improve from 0.01867 5/400 [..............................] - ETA: 3:45 - loss: 0.0599 - dice_coefficient: 0.9562 Epoch 25: loss did not improve from 0.01867 6/400 [..............................] - ETA: 3:54 - loss: 0.0540 - dice_coefficient: 0.9613 Epoch 25: loss did not improve from 0.01867 7/400 [..............................] - ETA: 3:54 - loss: 0.0496 - dice_coefficient: 0.9646 Epoch 25: loss did not improve from 0.01867 8/400 [..............................] - ETA: 3:53 - loss: 0.0586 - dice_coefficient: 0.9560 Epoch 25: loss did not improve from 0.01867 9/400 [..............................] - ETA: 3:52 - loss: 0.0547 - dice_coefficient: 0.9591 Epoch 25: loss did not improve from 0.01867 10/400 [..............................] - ETA: 3:51 - loss: 0.0523 - dice_coefficient: 0.9616 Epoch 25: loss did not improve from 0.01867 11/400 [..............................] - ETA: 3:50 - loss: 0.0517 - dice_coefficient: 0.9616 Epoch 25: loss did not improve from 0.01867 12/400 [..............................] - ETA: 3:49 - loss: 0.0490 - dice_coefficient: 0.9634 Epoch 25: loss did not improve from 0.01867 13/400 [..............................] - ETA: 3:49 - loss: 0.0473 - dice_coefficient: 0.9649 Epoch 25: loss did not improve from 0.01867 14/400 [>.............................] - ETA: 3:48 - loss: 0.0467 - dice_coefficient: 0.9654 Epoch 25: loss did not improve from 0.01867 15/400 [>.............................] - ETA: 3:47 - loss: 0.0465 - dice_coefficient: 0.9651 Epoch 25: loss did not improve from 0.01867 16/400 [>.............................] - ETA: 3:46 - loss: 0.0449 - dice_coefficient: 0.9667 Epoch 25: loss did not improve from 0.01867 17/400 [>.............................] - ETA: 3:45 - loss: 0.0431 - dice_coefficient: 0.9679 Epoch 25: loss did not improve from 0.01867 18/400 [>.............................] - ETA: 3:44 - loss: 0.0415 - dice_coefficient: 0.9692 Epoch 25: loss did not improve from 0.01867 19/400 [>.............................] - ETA: 3:43 - loss: 0.0414 - dice_coefficient: 0.9691 Epoch 25: loss did not improve from 0.01867 20/400 [>.............................] - ETA: 3:43 - loss: 0.0476 - dice_coefficient: 0.9633 Epoch 25: loss did not improve from 0.01867 21/400 [>.............................] - ETA: 3:42 - loss: 0.0466 - dice_coefficient: 0.9640 Epoch 25: loss did not improve from 0.01867 22/400 [>.............................] - ETA: 3:41 - loss: 0.0459 - dice_coefficient: 0.9645 Epoch 25: loss did not improve from 0.01867 23/400 [>.............................] - ETA: 3:40 - loss: 0.0444 - dice_coefficient: 0.9656 Epoch 25: loss did not improve from 0.01867 24/400 [>.............................] - ETA: 3:40 - loss: 0.0430 - dice_coefficient: 0.9668 Epoch 25: loss did not improve from 0.01867 25/400 [>.............................] - ETA: 3:39 - loss: 0.0427 - dice_coefficient: 0.9668 Epoch 25: loss did not improve from 0.01867 26/400 [>.............................] - ETA: 3:38 - loss: 0.0417 - dice_coefficient: 0.9676 Epoch 25: loss did not improve from 0.01867 27/400 [=>............................] - ETA: 3:37 - loss: 0.0427 - dice_coefficient: 0.9666 Epoch 25: loss did not improve from 0.01867 28/400 [=>............................] - ETA: 3:37 - loss: 0.0417 - dice_coefficient: 0.9674 Epoch 25: loss did not improve from 0.01867 29/400 [=>............................] - ETA: 3:36 - loss: 0.0410 - dice_coefficient: 0.9680 Epoch 25: loss did not improve from 0.01867 30/400 [=>............................] - ETA: 3:35 - loss: 0.0416 - dice_coefficient: 0.9673 Epoch 25: loss did not improve from 0.01867 31/400 [=>............................] - ETA: 3:35 - loss: 0.0416 - dice_coefficient: 0.9672 Epoch 25: loss did not improve from 0.01867 32/400 [=>............................] - ETA: 3:34 - loss: 0.0425 - dice_coefficient: 0.9663 Epoch 25: loss did not improve from 0.01867 33/400 [=>............................] - ETA: 3:33 - loss: 0.0431 - dice_coefficient: 0.9657 Epoch 25: loss did not improve from 0.01867 34/400 [=>............................] - ETA: 3:33 - loss: 0.0423 - dice_coefficient: 0.9662 Epoch 25: loss did not improve from 0.01867 35/400 [=>............................] - ETA: 3:32 - loss: 0.0413 - dice_coefficient: 0.9670 Epoch 25: loss did not improve from 0.01867 36/400 [=>............................] - ETA: 3:31 - loss: 0.0428 - dice_coefficient: 0.9661 Epoch 25: loss did not improve from 0.01867 37/400 [=>............................] - ETA: 3:31 - loss: 0.0497 - dice_coefficient: 0.9604 Epoch 25: loss did not improve from 0.01867 38/400 [=>............................] - ETA: 3:30 - loss: 0.0499 - dice_coefficient: 0.9602 Epoch 25: loss did not improve from 0.01867 39/400 [=>............................] - ETA: 3:29 - loss: 0.0503 - dice_coefficient: 0.9597 Epoch 25: loss did not improve from 0.01867 40/400 [==>...........................] - ETA: 3:29 - loss: 0.0497 - dice_coefficient: 0.9604 Epoch 25: loss did not improve from 0.01867 41/400 [==>...........................] - ETA: 3:28 - loss: 0.0488 - dice_coefficient: 0.9610 Epoch 25: loss did not improve from 0.01867 42/400 [==>...........................] - ETA: 3:27 - loss: 0.0484 - dice_coefficient: 0.9615 Epoch 25: loss did not improve from 0.01867 43/400 [==>...........................] - ETA: 3:27 - loss: 0.0601 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 44/400 [==>...........................] - ETA: 3:26 - loss: 0.0593 - dice_coefficient: 0.9535 Epoch 25: loss did not improve from 0.01867 45/400 [==>...........................] - ETA: 3:25 - loss: 0.0587 - dice_coefficient: 0.9540 Epoch 25: loss did not improve from 0.01867 46/400 [==>...........................] - ETA: 3:25 - loss: 0.0580 - dice_coefficient: 0.9547 Epoch 25: loss did not improve from 0.01867 47/400 [==>...........................] - ETA: 3:24 - loss: 0.0584 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 48/400 [==>...........................] - ETA: 3:23 - loss: 0.0575 - dice_coefficient: 0.9551 Epoch 25: loss did not improve from 0.01867 49/400 [==>...........................] - ETA: 3:23 - loss: 0.0596 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 50/400 [==>...........................] - ETA: 3:22 - loss: 0.0590 - dice_coefficient: 0.9537 Epoch 25: loss did not improve from 0.01867 51/400 [==>...........................] - ETA: 3:22 - loss: 0.0584 - dice_coefficient: 0.9542 Epoch 25: loss did not improve from 0.01867 52/400 [==>...........................] - ETA: 3:21 - loss: 0.0578 - dice_coefficient: 0.9548 Epoch 25: loss did not improve from 0.01867 53/400 [==>...........................] - ETA: 3:20 - loss: 0.0667 - dice_coefficient: 0.9480 Epoch 25: loss did not improve from 0.01867 54/400 [===>..........................] - ETA: 3:20 - loss: 0.0668 - dice_coefficient: 0.9479 Epoch 25: loss did not improve from 0.01867 55/400 [===>..........................] - ETA: 3:19 - loss: 0.0661 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 56/400 [===>..........................] - ETA: 3:18 - loss: 0.0658 - dice_coefficient: 0.9489 Epoch 25: loss did not improve from 0.01867 57/400 [===>..........................] - ETA: 3:18 - loss: 0.0670 - dice_coefficient: 0.9477 Epoch 25: loss did not improve from 0.01867 58/400 [===>..........................] - ETA: 3:17 - loss: 0.0661 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 59/400 [===>..........................] - ETA: 3:17 - loss: 0.0663 - dice_coefficient: 0.9480 Epoch 25: loss did not improve from 0.01867 60/400 [===>..........................] - ETA: 3:16 - loss: 0.0656 - dice_coefficient: 0.9486 Epoch 25: loss did not improve from 0.01867 61/400 [===>..........................] - ETA: 3:15 - loss: 0.0648 - dice_coefficient: 0.9493 Epoch 25: loss did not improve from 0.01867 62/400 [===>..........................] - ETA: 3:15 - loss: 0.0644 - dice_coefficient: 0.9496 Epoch 25: loss did not improve from 0.01867 63/400 [===>..........................] - ETA: 3:14 - loss: 0.0638 - dice_coefficient: 0.9500 Epoch 25: loss did not improve from 0.01867 64/400 [===>..........................] - ETA: 3:14 - loss: 0.0633 - dice_coefficient: 0.9505 Epoch 25: loss did not improve from 0.01867 65/400 [===>..........................] - ETA: 3:13 - loss: 0.0668 - dice_coefficient: 0.9475 Epoch 25: loss did not improve from 0.01867 66/400 [===>..........................] - ETA: 3:12 - loss: 0.0666 - dice_coefficient: 0.9479 Epoch 25: loss did not improve from 0.01867 67/400 [====>.........................] - ETA: 3:12 - loss: 0.0665 - dice_coefficient: 0.9479 Epoch 25: loss did not improve from 0.01867 68/400 [====>.........................] - ETA: 3:11 - loss: 0.0658 - dice_coefficient: 0.9485 Epoch 25: loss did not improve from 0.01867 69/400 [====>.........................] - ETA: 3:10 - loss: 0.0650 - dice_coefficient: 0.9491 Epoch 25: loss did not improve from 0.01867 70/400 [====>.........................] - ETA: 3:10 - loss: 0.0645 - dice_coefficient: 0.9496 Epoch 25: loss did not improve from 0.01867 71/400 [====>.........................] - ETA: 3:09 - loss: 0.0641 - dice_coefficient: 0.9498 Epoch 25: loss did not improve from 0.01867 72/400 [====>.........................] - ETA: 3:09 - loss: 0.0635 - dice_coefficient: 0.9503 Epoch 25: loss did not improve from 0.01867 73/400 [====>.........................] - ETA: 3:08 - loss: 0.0637 - dice_coefficient: 0.9500 Epoch 25: loss did not improve from 0.01867 74/400 [====>.........................] - ETA: 3:08 - loss: 0.0633 - dice_coefficient: 0.9505 Epoch 25: loss did not improve from 0.01867 75/400 [====>.........................] - ETA: 3:07 - loss: 0.0642 - dice_coefficient: 0.9495 Epoch 25: loss did not improve from 0.01867 76/400 [====>.........................] - ETA: 3:06 - loss: 0.0662 - dice_coefficient: 0.9477 Epoch 25: loss did not improve from 0.01867 77/400 [====>.........................] - ETA: 3:06 - loss: 0.0662 - dice_coefficient: 0.9477 Epoch 25: loss did not improve from 0.01867 78/400 [====>.........................] - ETA: 3:05 - loss: 0.0658 - dice_coefficient: 0.9480 Epoch 25: loss did not improve from 0.01867 79/400 [====>.........................] - ETA: 3:05 - loss: 0.0655 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 80/400 [=====>........................] - ETA: 3:04 - loss: 0.0654 - dice_coefficient: 0.9483 Epoch 25: loss did not improve from 0.01867 81/400 [=====>........................] - ETA: 3:04 - loss: 0.0653 - dice_coefficient: 0.9483 Epoch 25: loss did not improve from 0.01867 82/400 [=====>........................] - ETA: 3:03 - loss: 0.0648 - dice_coefficient: 0.9487 Epoch 25: loss did not improve from 0.01867 83/400 [=====>........................] - ETA: 3:02 - loss: 0.0643 - dice_coefficient: 0.9492 Epoch 25: loss did not improve from 0.01867 84/400 [=====>........................] - ETA: 3:02 - loss: 0.0641 - dice_coefficient: 0.9493 Epoch 25: loss did not improve from 0.01867 85/400 [=====>........................] - ETA: 3:01 - loss: 0.0636 - dice_coefficient: 0.9497 Epoch 25: loss did not improve from 0.01867 86/400 [=====>........................] - ETA: 3:01 - loss: 0.0632 - dice_coefficient: 0.9500 Epoch 25: loss did not improve from 0.01867 87/400 [=====>........................] - ETA: 3:00 - loss: 0.0631 - dice_coefficient: 0.9500 Epoch 25: loss did not improve from 0.01867 88/400 [=====>........................] - ETA: 2:59 - loss: 0.0654 - dice_coefficient: 0.9480 Epoch 25: loss did not improve from 0.01867 89/400 [=====>........................] - ETA: 2:59 - loss: 0.0649 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 90/400 [=====>........................] - ETA: 2:58 - loss: 0.0646 - dice_coefficient: 0.9486 Epoch 25: loss did not improve from 0.01867 91/400 [=====>........................] - ETA: 2:58 - loss: 0.0642 - dice_coefficient: 0.9490 Epoch 25: loss did not improve from 0.01867 92/400 [=====>........................] - ETA: 2:57 - loss: 0.0641 - dice_coefficient: 0.9490 Epoch 25: loss did not improve from 0.01867 93/400 [=====>........................] - ETA: 2:56 - loss: 0.0669 - dice_coefficient: 0.9466 Epoch 25: loss did not improve from 0.01867 94/400 [======>.......................] - ETA: 2:56 - loss: 0.0663 - dice_coefficient: 0.9471 Epoch 25: loss did not improve from 0.01867 95/400 [======>.......................] - ETA: 2:55 - loss: 0.0658 - dice_coefficient: 0.9475 Epoch 25: loss did not improve from 0.01867 96/400 [======>.......................] - ETA: 2:55 - loss: 0.0655 - dice_coefficient: 0.9478 Epoch 25: loss did not improve from 0.01867 97/400 [======>.......................] - ETA: 2:54 - loss: 0.0653 - dice_coefficient: 0.9479 Epoch 25: loss did not improve from 0.01867 98/400 [======>.......................] - ETA: 2:54 - loss: 0.0648 - dice_coefficient: 0.9483 Epoch 25: loss did not improve from 0.01867 99/400 [======>.......................] - ETA: 2:53 - loss: 0.0649 - dice_coefficient: 0.9482 Epoch 25: loss did not improve from 0.01867 100/400 [======>.......................] - ETA: 2:52 - loss: 0.0644 - dice_coefficient: 0.9486 Epoch 25: loss did not improve from 0.01867 101/400 [======>.......................] - ETA: 2:52 - loss: 0.0663 - dice_coefficient: 0.9470 Epoch 25: loss did not improve from 0.01867 102/400 [======>.......................] - ETA: 2:51 - loss: 0.0658 - dice_coefficient: 0.9475 Epoch 25: loss did not improve from 0.01867 103/400 [======>.......................] - ETA: 2:51 - loss: 0.0655 - dice_coefficient: 0.9478 Epoch 25: loss did not improve from 0.01867 104/400 [======>.......................] - ETA: 2:50 - loss: 0.0652 - dice_coefficient: 0.9480 Epoch 25: loss did not improve from 0.01867 105/400 [======>.......................] - ETA: 2:49 - loss: 0.0647 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 106/400 [======>.......................] - ETA: 2:49 - loss: 0.0661 - dice_coefficient: 0.9473 Epoch 25: loss did not improve from 0.01867 107/400 [=======>......................] - ETA: 2:48 - loss: 0.0665 - dice_coefficient: 0.9472 Epoch 25: loss did not improve from 0.01867 108/400 [=======>......................] - ETA: 2:48 - loss: 0.0660 - dice_coefficient: 0.9476 Epoch 25: loss did not improve from 0.01867 109/400 [=======>......................] - ETA: 2:47 - loss: 0.0656 - dice_coefficient: 0.9480 Epoch 25: loss did not improve from 0.01867 110/400 [=======>......................] - ETA: 2:47 - loss: 0.0651 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 111/400 [=======>......................] - ETA: 2:46 - loss: 0.0647 - dice_coefficient: 0.9487 Epoch 25: loss did not improve from 0.01867 112/400 [=======>......................] - ETA: 2:45 - loss: 0.0644 - dice_coefficient: 0.9489 Epoch 25: loss did not improve from 0.01867 113/400 [=======>......................] - ETA: 2:45 - loss: 0.0647 - dice_coefficient: 0.9487 Epoch 25: loss did not improve from 0.01867 114/400 [=======>......................] - ETA: 2:44 - loss: 0.0644 - dice_coefficient: 0.9490 Epoch 25: loss did not improve from 0.01867 115/400 [=======>......................] - ETA: 2:44 - loss: 0.0639 - dice_coefficient: 0.9493 Epoch 25: loss did not improve from 0.01867 116/400 [=======>......................] - ETA: 2:43 - loss: 0.0635 - dice_coefficient: 0.9497 Epoch 25: loss did not improve from 0.01867 117/400 [=======>......................] - ETA: 2:43 - loss: 0.0631 - dice_coefficient: 0.9500 Epoch 25: loss did not improve from 0.01867 118/400 [=======>......................] - ETA: 2:42 - loss: 0.0628 - dice_coefficient: 0.9502 Epoch 25: loss did not improve from 0.01867 119/400 [=======>......................] - ETA: 2:41 - loss: 0.0625 - dice_coefficient: 0.9504 Epoch 25: loss did not improve from 0.01867 120/400 [========>.....................] - ETA: 2:41 - loss: 0.0622 - dice_coefficient: 0.9507 Epoch 25: loss did not improve from 0.01867 121/400 [========>.....................] - ETA: 2:40 - loss: 0.0620 - dice_coefficient: 0.9508 Epoch 25: loss did not improve from 0.01867 122/400 [========>.....................] - ETA: 2:40 - loss: 0.0618 - dice_coefficient: 0.9509 Epoch 25: loss did not improve from 0.01867 123/400 [========>.....................] - ETA: 2:39 - loss: 0.0620 - dice_coefficient: 0.9508 Epoch 25: loss did not improve from 0.01867 124/400 [========>.....................] - ETA: 2:39 - loss: 0.0617 - dice_coefficient: 0.9510 Epoch 25: loss did not improve from 0.01867 125/400 [========>.....................] - ETA: 2:38 - loss: 0.0614 - dice_coefficient: 0.9512 Epoch 25: loss did not improve from 0.01867 126/400 [========>.....................] - ETA: 2:37 - loss: 0.0611 - dice_coefficient: 0.9515 Epoch 25: loss did not improve from 0.01867 127/400 [========>.....................] - ETA: 2:37 - loss: 0.0615 - dice_coefficient: 0.9511 Epoch 25: loss did not improve from 0.01867 128/400 [========>.....................] - ETA: 2:36 - loss: 0.0611 - dice_coefficient: 0.9514 Epoch 25: loss did not improve from 0.01867 129/400 [========>.....................] - ETA: 2:36 - loss: 0.0607 - dice_coefficient: 0.9516 Epoch 25: loss did not improve from 0.01867 130/400 [========>.....................] - ETA: 2:35 - loss: 0.0605 - dice_coefficient: 0.9519 Epoch 25: loss did not improve from 0.01867 131/400 [========>.....................] - ETA: 2:34 - loss: 0.0601 - dice_coefficient: 0.9522 Epoch 25: loss did not improve from 0.01867 132/400 [========>.....................] - ETA: 2:34 - loss: 0.0598 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 133/400 [========>.....................] - ETA: 2:33 - loss: 0.0594 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 134/400 [=========>....................] - ETA: 2:33 - loss: 0.0592 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 135/400 [=========>....................] - ETA: 2:32 - loss: 0.0599 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 136/400 [=========>....................] - ETA: 2:31 - loss: 0.0601 - dice_coefficient: 0.9523 Epoch 25: loss did not improve from 0.01867 137/400 [=========>....................] - ETA: 2:31 - loss: 0.0603 - dice_coefficient: 0.9520 Epoch 25: loss did not improve from 0.01867 138/400 [=========>....................] - ETA: 2:30 - loss: 0.0600 - dice_coefficient: 0.9523 Epoch 25: loss did not improve from 0.01867 139/400 [=========>....................] - ETA: 2:30 - loss: 0.0598 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 140/400 [=========>....................] - ETA: 2:29 - loss: 0.0596 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 141/400 [=========>....................] - ETA: 2:29 - loss: 0.0593 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 142/400 [=========>....................] - ETA: 2:28 - loss: 0.0596 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 143/400 [=========>....................] - ETA: 2:27 - loss: 0.0593 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 144/400 [=========>....................] - ETA: 2:27 - loss: 0.0594 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 145/400 [=========>....................] - ETA: 2:26 - loss: 0.0595 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 146/400 [=========>....................] - ETA: 2:26 - loss: 0.0594 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 147/400 [==========>...................] - ETA: 2:25 - loss: 0.0591 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 148/400 [==========>...................] - ETA: 2:25 - loss: 0.0592 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 149/400 [==========>...................] - ETA: 2:24 - loss: 0.0589 - dice_coefficient: 0.9534 Epoch 25: loss did not improve from 0.01867 150/400 [==========>...................] - ETA: 2:23 - loss: 0.0622 - dice_coefficient: 0.9509 Epoch 25: loss did not improve from 0.01867 151/400 [==========>...................] - ETA: 2:23 - loss: 0.0618 - dice_coefficient: 0.9512 Epoch 25: loss did not improve from 0.01867 152/400 [==========>...................] - ETA: 2:22 - loss: 0.0619 - dice_coefficient: 0.9511 Epoch 25: loss did not improve from 0.01867 153/400 [==========>...................] - ETA: 2:22 - loss: 0.0616 - dice_coefficient: 0.9513 Epoch 25: loss did not improve from 0.01867 154/400 [==========>...................] - ETA: 2:21 - loss: 0.0615 - dice_coefficient: 0.9514 Epoch 25: loss did not improve from 0.01867 155/400 [==========>...................] - ETA: 2:20 - loss: 0.0614 - dice_coefficient: 0.9514 Epoch 25: loss did not improve from 0.01867 156/400 [==========>...................] - ETA: 2:20 - loss: 0.0612 - dice_coefficient: 0.9515 Epoch 25: loss did not improve from 0.01867 157/400 [==========>...................] - ETA: 2:19 - loss: 0.0611 - dice_coefficient: 0.9517 Epoch 25: loss did not improve from 0.01867 158/400 [==========>...................] - ETA: 2:19 - loss: 0.0608 - dice_coefficient: 0.9519 Epoch 25: loss did not improve from 0.01867 159/400 [==========>...................] - ETA: 2:18 - loss: 0.0605 - dice_coefficient: 0.9522 Epoch 25: loss did not improve from 0.01867 160/400 [===========>..................] - ETA: 2:18 - loss: 0.0602 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 161/400 [===========>..................] - ETA: 2:17 - loss: 0.0599 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0603 - dice_coefficient: 0.9522 Epoch 25: loss did not improve from 0.01867 163/400 [===========>..................] - ETA: 2:16 - loss: 0.0601 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 164/400 [===========>..................] - ETA: 2:15 - loss: 0.0599 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 165/400 [===========>..................] - ETA: 2:15 - loss: 0.0598 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0595 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 167/400 [===========>..................] - ETA: 2:13 - loss: 0.0593 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 168/400 [===========>..................] - ETA: 2:13 - loss: 0.0592 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 169/400 [===========>..................] - ETA: 2:12 - loss: 0.1545 - dice_coefficient: 0.9475 Epoch 25: loss did not improve from 0.01867 170/400 [===========>..................] - ETA: 2:12 - loss: 0.1539 - dice_coefficient: 0.9476 Epoch 25: loss did not improve from 0.01867 171/400 [===========>..................] - ETA: 2:11 - loss: 0.1532 - dice_coefficient: 0.9477 Epoch 25: loss did not improve from 0.01867 172/400 [===========>..................] - ETA: 2:11 - loss: 0.1525 - dice_coefficient: 0.9479 Epoch 25: loss did not improve from 0.01867 173/400 [===========>..................] - ETA: 2:10 - loss: 0.1517 - dice_coefficient: 0.9482 Epoch 25: loss did not improve from 0.01867 174/400 [============>.................] - ETA: 2:09 - loss: 0.1509 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 175/400 [============>.................] - ETA: 2:09 - loss: 0.1502 - dice_coefficient: 0.9486 Epoch 25: loss did not improve from 0.01867 176/400 [============>.................] - ETA: 2:08 - loss: 0.1499 - dice_coefficient: 0.9484 Epoch 25: loss did not improve from 0.01867 177/400 [============>.................] - ETA: 2:08 - loss: 0.1491 - dice_coefficient: 0.9486 Epoch 25: loss did not improve from 0.01867 178/400 [============>.................] - ETA: 2:07 - loss: 0.1488 - dice_coefficient: 0.9485 Epoch 25: loss did not improve from 0.01867 179/400 [============>.................] - ETA: 2:07 - loss: 0.1481 - dice_coefficient: 0.9486 Epoch 25: loss did not improve from 0.01867 180/400 [============>.................] - ETA: 2:06 - loss: 0.1474 - dice_coefficient: 0.9488 Epoch 25: loss did not improve from 0.01867 181/400 [============>.................] - ETA: 2:05 - loss: 0.1468 - dice_coefficient: 0.9490 Epoch 25: loss did not improve from 0.01867 182/400 [============>.................] - ETA: 2:05 - loss: 0.1463 - dice_coefficient: 0.9490 Epoch 25: loss did not improve from 0.01867 183/400 [============>.................] - ETA: 2:04 - loss: 0.1456 - dice_coefficient: 0.9492 Epoch 25: loss did not improve from 0.01867 184/400 [============>.................] - ETA: 2:04 - loss: 0.1455 - dice_coefficient: 0.9489 Epoch 25: loss did not improve from 0.01867 185/400 [============>.................] - ETA: 2:03 - loss: 0.1452 - dice_coefficient: 0.9488 Epoch 25: loss did not improve from 0.01867 186/400 [============>.................] - ETA: 2:03 - loss: 0.1445 - dice_coefficient: 0.9490 Epoch 25: loss did not improve from 0.01867 187/400 [=============>................] - ETA: 2:02 - loss: 0.1440 - dice_coefficient: 0.9491 Epoch 25: loss did not improve from 0.01867 188/400 [=============>................] - ETA: 2:01 - loss: 0.1436 - dice_coefficient: 0.9490 Epoch 25: loss did not improve from 0.01867 189/400 [=============>................] - ETA: 2:01 - loss: 0.1430 - dice_coefficient: 0.9492 Epoch 25: loss did not improve from 0.01867 190/400 [=============>................] - ETA: 2:00 - loss: 0.1425 - dice_coefficient: 0.9493 Epoch 25: loss did not improve from 0.01867 191/400 [=============>................] - ETA: 2:00 - loss: 0.1422 - dice_coefficient: 0.9493 Epoch 25: loss did not improve from 0.01867 192/400 [=============>................] - ETA: 1:59 - loss: 0.1417 - dice_coefficient: 0.9494 Epoch 25: loss did not improve from 0.01867 193/400 [=============>................] - ETA: 1:58 - loss: 0.1411 - dice_coefficient: 0.9495 Epoch 25: loss did not improve from 0.01867 194/400 [=============>................] - ETA: 1:58 - loss: 0.1404 - dice_coefficient: 0.9498 Epoch 25: loss did not improve from 0.01867 195/400 [=============>................] - ETA: 1:57 - loss: 0.1397 - dice_coefficient: 0.9500 Epoch 25: loss did not improve from 0.01867 196/400 [=============>................] - ETA: 1:57 - loss: 0.1392 - dice_coefficient: 0.9501 Epoch 25: loss did not improve from 0.01867 197/400 [=============>................] - ETA: 1:56 - loss: 0.1386 - dice_coefficient: 0.9503 Epoch 25: loss did not improve from 0.01867 198/400 [=============>................] - ETA: 1:56 - loss: 0.1381 - dice_coefficient: 0.9504 Epoch 25: loss did not improve from 0.01867 199/400 [=============>................] - ETA: 1:55 - loss: 0.1376 - dice_coefficient: 0.9505 Epoch 25: loss did not improve from 0.01867 200/400 [==============>...............] - ETA: 1:54 - loss: 0.1370 - dice_coefficient: 0.9507 Epoch 25: loss did not improve from 0.01867 201/400 [==============>...............] - ETA: 1:54 - loss: 0.1364 - dice_coefficient: 0.9508 Epoch 25: loss did not improve from 0.01867 202/400 [==============>...............] - ETA: 1:53 - loss: 0.1358 - dice_coefficient: 0.9510 Epoch 25: loss did not improve from 0.01867 203/400 [==============>...............] - ETA: 1:53 - loss: 0.1356 - dice_coefficient: 0.9509 Epoch 25: loss did not improve from 0.01867 204/400 [==============>...............] - ETA: 1:52 - loss: 0.1353 - dice_coefficient: 0.9508 Epoch 25: loss did not improve from 0.01867 205/400 [==============>...............] - ETA: 1:52 - loss: 0.1347 - dice_coefficient: 0.9510 Epoch 25: loss did not improve from 0.01867 206/400 [==============>...............] - ETA: 1:51 - loss: 0.1341 - dice_coefficient: 0.9512 Epoch 25: loss did not improve from 0.01867 207/400 [==============>...............] - ETA: 1:50 - loss: 0.1335 - dice_coefficient: 0.9514 Epoch 25: loss did not improve from 0.01867 208/400 [==============>...............] - ETA: 1:50 - loss: 0.1329 - dice_coefficient: 0.9516 Epoch 25: loss did not improve from 0.01867 209/400 [==============>...............] - ETA: 1:49 - loss: 0.1326 - dice_coefficient: 0.9515 Epoch 25: loss did not improve from 0.01867 210/400 [==============>...............] - ETA: 1:49 - loss: 0.1321 - dice_coefficient: 0.9517 Epoch 25: loss did not improve from 0.01867 211/400 [==============>...............] - ETA: 1:48 - loss: 0.1315 - dice_coefficient: 0.9518 Epoch 25: loss did not improve from 0.01867 212/400 [==============>...............] - ETA: 1:48 - loss: 0.1311 - dice_coefficient: 0.9520 Epoch 25: loss did not improve from 0.01867 213/400 [==============>...............] - ETA: 1:47 - loss: 0.1307 - dice_coefficient: 0.9521 Epoch 25: loss did not improve from 0.01867 214/400 [===============>..............] - ETA: 1:46 - loss: 0.1302 - dice_coefficient: 0.9523 Epoch 25: loss did not improve from 0.01867 215/400 [===============>..............] - ETA: 1:46 - loss: 0.1296 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 216/400 [===============>..............] - ETA: 1:45 - loss: 0.1322 - dice_coefficient: 0.9504 Epoch 25: loss did not improve from 0.01867 217/400 [===============>..............] - ETA: 1:45 - loss: 0.1316 - dice_coefficient: 0.9506 Epoch 25: loss did not improve from 0.01867 218/400 [===============>..............] - ETA: 1:44 - loss: 0.1316 - dice_coefficient: 0.9504 Epoch 25: loss did not improve from 0.01867 219/400 [===============>..............] - ETA: 1:44 - loss: 0.1311 - dice_coefficient: 0.9506 Epoch 25: loss did not improve from 0.01867 220/400 [===============>..............] - ETA: 1:43 - loss: 0.1307 - dice_coefficient: 0.9507 Epoch 25: loss did not improve from 0.01867 221/400 [===============>..............] - ETA: 1:42 - loss: 0.1304 - dice_coefficient: 0.9506 Epoch 25: loss did not improve from 0.01867 222/400 [===============>..............] - ETA: 1:42 - loss: 0.1299 - dice_coefficient: 0.9508 Epoch 25: loss did not improve from 0.01867 223/400 [===============>..............] - ETA: 1:41 - loss: 0.1295 - dice_coefficient: 0.9508 Epoch 25: loss did not improve from 0.01867 224/400 [===============>..............] - ETA: 1:41 - loss: 0.1298 - dice_coefficient: 0.9503 Epoch 25: loss did not improve from 0.01867 225/400 [===============>..............] - ETA: 1:40 - loss: 0.1294 - dice_coefficient: 0.9504 Epoch 25: loss did not improve from 0.01867 226/400 [===============>..............] - ETA: 1:40 - loss: 0.1289 - dice_coefficient: 0.9505 Epoch 25: loss did not improve from 0.01867 227/400 [================>.............] - ETA: 1:39 - loss: 0.1285 - dice_coefficient: 0.9506 Epoch 25: loss did not improve from 0.01867 228/400 [================>.............] - ETA: 1:38 - loss: 0.1280 - dice_coefficient: 0.9508 Epoch 25: loss did not improve from 0.01867 229/400 [================>.............] - ETA: 1:38 - loss: 0.1275 - dice_coefficient: 0.9509 Epoch 25: loss did not improve from 0.01867 230/400 [================>.............] - ETA: 1:37 - loss: 0.1270 - dice_coefficient: 0.9511 Epoch 25: loss did not improve from 0.01867 231/400 [================>.............] - ETA: 1:37 - loss: 0.1266 - dice_coefficient: 0.9512 Epoch 25: loss did not improve from 0.01867 232/400 [================>.............] - ETA: 1:36 - loss: 0.1261 - dice_coefficient: 0.9514 Epoch 25: loss did not improve from 0.01867 233/400 [================>.............] - ETA: 1:35 - loss: 0.1257 - dice_coefficient: 0.9515 Epoch 25: loss did not improve from 0.01867 234/400 [================>.............] - ETA: 1:35 - loss: 0.1255 - dice_coefficient: 0.9514 Epoch 25: loss did not improve from 0.01867 235/400 [================>.............] - ETA: 1:34 - loss: 0.1251 - dice_coefficient: 0.9515 Epoch 25: loss did not improve from 0.01867 236/400 [================>.............] - ETA: 1:34 - loss: 0.1250 - dice_coefficient: 0.9513 Epoch 25: loss did not improve from 0.01867 237/400 [================>.............] - ETA: 1:33 - loss: 0.1249 - dice_coefficient: 0.9514 Epoch 25: loss did not improve from 0.01867 238/400 [================>.............] - ETA: 1:33 - loss: 0.1245 - dice_coefficient: 0.9515 Epoch 25: loss did not improve from 0.01867 239/400 [================>.............] - ETA: 1:32 - loss: 0.1240 - dice_coefficient: 0.9516 Epoch 25: loss did not improve from 0.01867 240/400 [=================>............] - ETA: 1:31 - loss: 0.1237 - dice_coefficient: 0.9517 Epoch 25: loss did not improve from 0.01867 241/400 [=================>............] - ETA: 1:31 - loss: 0.1234 - dice_coefficient: 0.9518 Epoch 25: loss did not improve from 0.01867 242/400 [=================>............] - ETA: 1:30 - loss: 0.1230 - dice_coefficient: 0.9520 Epoch 25: loss did not improve from 0.01867 243/400 [=================>............] - ETA: 1:30 - loss: 0.1225 - dice_coefficient: 0.9521 Epoch 25: loss did not improve from 0.01867 244/400 [=================>............] - ETA: 1:29 - loss: 0.1221 - dice_coefficient: 0.9522 Epoch 25: loss did not improve from 0.01867 245/400 [=================>............] - ETA: 1:29 - loss: 0.1217 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 246/400 [=================>............] - ETA: 1:28 - loss: 0.1213 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 247/400 [=================>............] - ETA: 1:27 - loss: 0.1210 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 248/400 [=================>............] - ETA: 1:27 - loss: 0.1206 - dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 249/400 [=================>............] - ETA: 1:26 - loss: 0.1203 - dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 250/400 [=================>............] - ETA: 1:26 - loss: 0.1199 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 251/400 [=================>............] - ETA: 1:25 - loss: 0.1196 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 252/400 [=================>............] - ETA: 1:25 - loss: 0.1195 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 253/400 [=================>............] - ETA: 1:24 - loss: 0.1192 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 254/400 [==================>...........] - ETA: 1:23 - loss: 0.1188 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 255/400 [==================>...........] - ETA: 1:23 - loss: 0.1190 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 256/400 [==================>...........] - ETA: 1:22 - loss: 0.1187 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 257/400 [==================>...........] - ETA: 1:22 - loss: 0.1186 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 258/400 [==================>...........] - ETA: 1:21 - loss: 0.1182 - dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 259/400 [==================>...........] - ETA: 1:21 - loss: 0.1178 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 260/400 [==================>...........] - ETA: 1:20 - loss: 0.1174 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 261/400 [==================>...........] - ETA: 1:19 - loss: 0.1173 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1169 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 263/400 [==================>...........] - ETA: 1:18 - loss: 0.1166 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1162 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 265/400 [==================>...........] - ETA: 1:17 - loss: 0.1160 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 266/400 [==================>...........] - ETA: 1:16 - loss: 0.1156 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1154 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 268/400 [===================>..........] - ETA: 1:15 - loss: 0.1170 - dice_coefficient: 0.9521 Epoch 25: loss did not improve from 0.01867 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1170 - dice_coefficient: 0.9519 Epoch 25: loss did not improve from 0.01867 270/400 [===================>..........] - ETA: 1:14 - loss: 0.1167 - dice_coefficient: 0.9520 Epoch 25: loss did not improve from 0.01867 271/400 [===================>..........] - 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dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1151 - dice_coefficient: 0.9518 Epoch 25: loss did not improve from 0.01867 280/400 [====================>.........] - ETA: 1:08 - loss: 0.1151 - dice_coefficient: 0.9518 Epoch 25: loss did not improve from 0.01867 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1149 - dice_coefficient: 0.9518 Epoch 25: loss did not improve from 0.01867 282/400 [====================>.........] - ETA: 1:07 - loss: 0.1146 - dice_coefficient: 0.9519 Epoch 25: loss did not improve from 0.01867 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1142 - dice_coefficient: 0.9520 Epoch 25: loss did not improve from 0.01867 284/400 [====================>.........] - ETA: 1:06 - loss: 0.1139 - dice_coefficient: 0.9521 Epoch 25: loss did not improve from 0.01867 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1137 - dice_coefficient: 0.9521 Epoch 25: loss did not improve from 0.01867 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1134 - dice_coefficient: 0.9522 Epoch 25: loss did not improve from 0.01867 287/400 [====================>.........] - ETA: 1:04 - loss: 0.1131 - dice_coefficient: 0.9523 Epoch 25: loss did not improve from 0.01867 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1128 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1125 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1123 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1120 - dice_coefficient: 0.9525 Epoch 25: loss did not improve from 0.01867 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1118 - dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1118 - dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 294/400 [=====================>........] - ETA: 1:00 - loss: 0.1115 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1112 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 296/400 [=====================>........] - ETA: 59s - loss: 0.1108 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 297/400 [=====================>........] - ETA: 59s - loss: 0.1106 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 298/400 [=====================>........] - ETA: 58s - loss: 0.1103 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 299/400 [=====================>........] - ETA: 58s - loss: 0.1101 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 300/400 [=====================>........] - ETA: 57s - loss: 0.1099 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 301/400 [=====================>........] - ETA: 56s - loss: 0.1097 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 302/400 [=====================>........] - ETA: 56s - loss: 0.1094 - dice_coefficient: 0.9533 Epoch 25: loss did not improve from 0.01867 303/400 [=====================>........] - ETA: 55s - loss: 0.1104 - dice_coefficient: 0.9524 Epoch 25: loss did not improve from 0.01867 304/400 [=====================>........] - ETA: 55s - loss: 0.1101 - dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 305/400 [=====================>........] - ETA: 54s - loss: 0.1099 - dice_coefficient: 0.9526 Epoch 25: loss did not improve from 0.01867 306/400 [=====================>........] - ETA: 53s - loss: 0.1096 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 307/400 [======================>.......] - ETA: 53s - loss: 0.1093 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 308/400 [======================>.......] - ETA: 52s - loss: 0.1093 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 309/400 [======================>.......] - ETA: 52s - loss: 0.1091 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 310/400 [======================>.......] - ETA: 51s - loss: 0.1089 - dice_coefficient: 0.9527 Epoch 25: loss did not improve from 0.01867 311/400 [======================>.......] - ETA: 51s - loss: 0.1086 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 312/400 [======================>.......] - ETA: 50s - loss: 0.1086 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 313/400 [======================>.......] - ETA: 49s - loss: 0.1083 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 314/400 [======================>.......] - ETA: 49s - loss: 0.1080 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 315/400 [======================>.......] - ETA: 48s - loss: 0.1077 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 316/400 [======================>.......] - ETA: 48s - loss: 0.1074 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 317/400 [======================>.......] - ETA: 47s - loss: 0.1071 - dice_coefficient: 0.9534 Epoch 25: loss did not improve from 0.01867 318/400 [======================>.......] - ETA: 47s - loss: 0.1072 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 319/400 [======================>.......] - ETA: 46s - loss: 0.1069 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 320/400 [=======================>......] - ETA: 45s - loss: 0.1070 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 321/400 [=======================>......] - ETA: 45s - loss: 0.1067 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 322/400 [=======================>......] - ETA: 44s - loss: 0.1064 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 323/400 [=======================>......] - ETA: 44s - loss: 0.1062 - dice_coefficient: 0.9533 Epoch 25: loss did not improve from 0.01867 324/400 [=======================>......] - ETA: 43s - loss: 0.1062 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 325/400 [=======================>......] - ETA: 43s - loss: 0.1059 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 326/400 [=======================>......] - ETA: 42s - loss: 0.1057 - dice_coefficient: 0.9533 Epoch 25: loss did not improve from 0.01867 327/400 [=======================>......] - ETA: 41s - loss: 0.1055 - dice_coefficient: 0.9534 Epoch 25: loss did not improve from 0.01867 328/400 [=======================>......] - ETA: 41s - loss: 0.1052 - dice_coefficient: 0.9535 Epoch 25: loss did not improve from 0.01867 329/400 [=======================>......] - ETA: 40s - loss: 0.1049 - dice_coefficient: 0.9536 Epoch 25: loss did not improve from 0.01867 330/400 [=======================>......] - ETA: 40s - loss: 0.1047 - dice_coefficient: 0.9537 Epoch 25: loss did not improve from 0.01867 331/400 [=======================>......] - ETA: 39s - loss: 0.1057 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 332/400 [=======================>......] - ETA: 39s - loss: 0.1054 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 333/400 [=======================>......] - ETA: 38s - loss: 0.1053 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 334/400 [========================>.....] - ETA: 37s - loss: 0.1051 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 335/400 [========================>.....] - ETA: 37s - loss: 0.1051 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 336/400 [========================>.....] - ETA: 36s - loss: 0.1048 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 337/400 [========================>.....] - ETA: 36s - loss: 0.1047 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 338/400 [========================>.....] - ETA: 35s - loss: 0.1044 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 339/400 [========================>.....] - ETA: 35s - loss: 0.1044 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 340/400 [========================>.....] - ETA: 34s - loss: 0.1041 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 341/400 [========================>.....] - ETA: 33s - loss: 0.1040 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 342/400 [========================>.....] - ETA: 33s - loss: 0.1039 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 343/400 [========================>.....] - ETA: 32s - loss: 0.1039 - dice_coefficient: 0.9528 Epoch 25: loss did not improve from 0.01867 344/400 [========================>.....] - ETA: 32s - loss: 0.1037 - dice_coefficient: 0.9529 Epoch 25: loss did not improve from 0.01867 345/400 [========================>.....] - ETA: 31s - loss: 0.1034 - dice_coefficient: 0.9530 Epoch 25: loss did not improve from 0.01867 346/400 [========================>.....] - ETA: 30s - loss: 0.1032 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 347/400 [=========================>....] - ETA: 30s - loss: 0.1031 - dice_coefficient: 0.9531 Epoch 25: loss did not improve from 0.01867 348/400 [=========================>....] - ETA: 29s - loss: 0.1028 - dice_coefficient: 0.9532 Epoch 25: loss did not improve from 0.01867 349/400 [=========================>....] - ETA: 29s - loss: 0.1026 - dice_coefficient: 0.9533 Epoch 25: loss did not improve from 0.01867 350/400 [=========================>....] - ETA: 28s - loss: 0.1024 - dice_coefficient: 0.9534 Epoch 25: loss did not improve from 0.01867 351/400 [=========================>....] - ETA: 28s - loss: 0.1021 - dice_coefficient: 0.9535 Epoch 25: loss did not improve from 0.01867 352/400 [=========================>....] - ETA: 27s - loss: 0.1019 - dice_coefficient: 0.9536 Epoch 25: loss did not improve from 0.01867 353/400 [=========================>....] - ETA: 26s - loss: 0.1017 - dice_coefficient: 0.9537 Epoch 25: loss did not improve from 0.01867 354/400 [=========================>....] - ETA: 26s - loss: 0.1016 - dice_coefficient: 0.9536 Epoch 25: loss did not improve from 0.01867 355/400 [=========================>....] - ETA: 25s - loss: 0.1014 - dice_coefficient: 0.9537 Epoch 25: loss did not improve from 0.01867 356/400 [=========================>....] - ETA: 25s - loss: 0.1012 - dice_coefficient: 0.9537 Epoch 25: loss did not improve from 0.01867 357/400 [=========================>....] - ETA: 24s - loss: 0.1010 - dice_coefficient: 0.9538 Epoch 25: loss did not improve from 0.01867 358/400 [=========================>....] - ETA: 24s - loss: 0.1008 - dice_coefficient: 0.9539 Epoch 25: loss did not improve from 0.01867 359/400 [=========================>....] - ETA: 23s - loss: 0.1006 - dice_coefficient: 0.9540 Epoch 25: loss did not improve from 0.01867 360/400 [==========================>...] - ETA: 22s - loss: 0.1003 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 361/400 [==========================>...] - ETA: 22s - loss: 0.1002 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 362/400 [==========================>...] - ETA: 21s - loss: 0.0999 - dice_coefficient: 0.9542 Epoch 25: loss did not improve from 0.01867 363/400 [==========================>...] - ETA: 21s - loss: 0.0997 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 364/400 [==========================>...] - ETA: 20s - loss: 0.0995 - dice_coefficient: 0.9544 Epoch 25: loss did not improve from 0.01867 365/400 [==========================>...] - ETA: 20s - loss: 0.0993 - dice_coefficient: 0.9544 Epoch 25: loss did not improve from 0.01867 366/400 [==========================>...] - ETA: 19s - loss: 0.0995 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 367/400 [==========================>...] - ETA: 18s - loss: 0.0994 - dice_coefficient: 0.9542 Epoch 25: loss did not improve from 0.01867 368/400 [==========================>...] - ETA: 18s - loss: 0.0991 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 369/400 [==========================>...] - ETA: 17s - loss: 0.0990 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 370/400 [==========================>...] - ETA: 17s - loss: 0.0989 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 371/400 [==========================>...] - ETA: 16s - loss: 0.0987 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 372/400 [==========================>...] - ETA: 16s - loss: 0.0985 - dice_coefficient: 0.9544 Epoch 25: loss did not improve from 0.01867 373/400 [==========================>...] - ETA: 15s - loss: 0.0983 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 374/400 [===========================>..] - ETA: 14s - loss: 0.0981 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 375/400 [===========================>..] - ETA: 14s - loss: 0.0981 - dice_coefficient: 0.9544 Epoch 25: loss did not improve from 0.01867 376/400 [===========================>..] - ETA: 13s - loss: 0.0979 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 377/400 [===========================>..] - ETA: 13s - loss: 0.0985 - dice_coefficient: 0.9539 Epoch 25: loss did not improve from 0.01867 378/400 [===========================>..] - ETA: 12s - loss: 0.0983 - dice_coefficient: 0.9540 Epoch 25: loss did not improve from 0.01867 379/400 [===========================>..] - ETA: 12s - loss: 0.0981 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 380/400 [===========================>..] - ETA: 11s - loss: 0.0979 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 381/400 [===========================>..] - ETA: 10s - loss: 0.0980 - dice_coefficient: 0.9539 Epoch 25: loss did not improve from 0.01867 382/400 [===========================>..] - ETA: 10s - loss: 0.0978 - dice_coefficient: 0.9540 Epoch 25: loss did not improve from 0.01867 383/400 [===========================>..] - ETA: 9s - loss: 0.0977 - dice_coefficient: 0.9540 Epoch 25: loss did not improve from 0.01867 384/400 [===========================>..] - ETA: 9s - loss: 0.0975 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 385/400 [===========================>..] - ETA: 8s - loss: 0.0973 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 386/400 [===========================>..] - ETA: 8s - loss: 0.0971 - dice_coefficient: 0.9542 Epoch 25: loss did not improve from 0.01867 387/400 [============================>.] - ETA: 7s - loss: 0.0971 - dice_coefficient: 0.9541 Epoch 25: loss did not improve from 0.01867 388/400 [============================>.] - ETA: 6s - loss: 0.0969 - dice_coefficient: 0.9542 Epoch 25: loss did not improve from 0.01867 389/400 [============================>.] - ETA: 6s - loss: 0.0968 - dice_coefficient: 0.9542 Epoch 25: loss did not improve from 0.01867 390/400 [============================>.] - ETA: 5s - loss: 0.0966 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 391/400 [============================>.] - ETA: 5s - loss: 0.0965 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 392/400 [============================>.] - ETA: 4s - loss: 0.0963 - dice_coefficient: 0.9544 Epoch 25: loss did not improve from 0.01867 393/400 [============================>.] - ETA: 4s - loss: 0.0961 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 394/400 [============================>.] - ETA: 3s - loss: 0.0960 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 395/400 [============================>.] - ETA: 2s - loss: 0.0960 - dice_coefficient: 0.9543 Epoch 25: loss did not improve from 0.01867 396/400 [============================>.] - ETA: 2s - loss: 0.0959 - dice_coefficient: 0.9544 Epoch 25: loss did not improve from 0.01867 397/400 [============================>.] - ETA: 1s - loss: 0.0957 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 398/400 [============================>.] - ETA: 1s - loss: 0.0955 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 399/400 [============================>.] - ETA: 0s - loss: 0.0954 - dice_coefficient: 0.9545 Epoch 25: loss did not improve from 0.01867 400/400 [==============================] - 230s 576ms/step - loss: 0.0953 - dice_coefficient: 0.9546 - val_loss: 0.7183 - val_dice_coefficient: 0.6647 - lr: 1.0000e-06 Epoch 26/30 Epoch 26: loss did not improve from 0.01867 1/400 [..............................] - ETA: 3:47 - loss: 0.0439 - dice_coefficient: 0.9657 Epoch 26: loss did not improve from 0.01867 2/400 [..............................] - ETA: 3:46 - loss: 0.0332 - dice_coefficient: 0.9753 Epoch 26: loss did not improve from 0.01867 3/400 [..............................] - ETA: 3:46 - loss: 0.0428 - dice_coefficient: 0.9641 Epoch 26: loss did not improve from 0.01867 4/400 [..............................] - ETA: 3:44 - loss: 0.1983 - dice_coefficient: 0.8563 Epoch 26: loss did not improve from 0.01867 5/400 [..............................] - ETA: 3:46 - loss: 0.1685 - dice_coefficient: 0.8760 Epoch 26: loss did not improve from 0.01867 6/400 [..............................] - ETA: 3:46 - loss: 0.1508 - dice_coefficient: 0.8923 Epoch 26: loss did not improve from 0.01867 7/400 [..............................] - ETA: 3:44 - loss: 0.1329 - dice_coefficient: 0.9047 Epoch 26: loss did not improve from 0.01867 8/400 [..............................] - ETA: 3:44 - loss: 0.1292 - dice_coefficient: 0.9048 Epoch 26: loss did not improve from 0.01867 9/400 [..............................] - ETA: 3:43 - loss: 0.1165 - dice_coefficient: 0.9145 Epoch 26: loss did not improve from 0.01867 10/400 [..............................] - ETA: 3:43 - loss: 0.1101 - dice_coefficient: 0.9180 Epoch 26: loss did not improve from 0.01867 11/400 [..............................] - ETA: 3:42 - loss: 0.1107 - dice_coefficient: 0.9166 Epoch 26: loss did not improve from 0.01867 12/400 [..............................] - ETA: 3:42 - loss: 0.1044 - dice_coefficient: 0.9211 Epoch 26: loss did not improve from 0.01867 13/400 [..............................] - ETA: 3:41 - loss: 0.0975 - dice_coefficient: 0.9262 Epoch 26: loss did not improve from 0.01867 14/400 [>.............................] - ETA: 3:40 - loss: 0.0929 - dice_coefficient: 0.9296 Epoch 26: loss did not improve from 0.01867 15/400 [>.............................] - ETA: 3:39 - loss: 0.0896 - dice_coefficient: 0.9317 Epoch 26: loss did not improve from 0.01867 16/400 [>.............................] - ETA: 3:39 - loss: 0.0845 - dice_coefficient: 0.9356 Epoch 26: loss did not improve from 0.01867 17/400 [>.............................] - ETA: 3:39 - loss: 0.0804 - dice_coefficient: 0.9387 Epoch 26: loss did not improve from 0.01867 18/400 [>.............................] - ETA: 3:38 - loss: 0.0780 - dice_coefficient: 0.9401 Epoch 26: loss did not improve from 0.01867 19/400 [>.............................] - ETA: 3:37 - loss: 0.0747 - dice_coefficient: 0.9428 Epoch 26: loss did not improve from 0.01867 20/400 [>.............................] - ETA: 3:37 - loss: 0.0729 - dice_coefficient: 0.9439 Epoch 26: loss did not improve from 0.01867 21/400 [>.............................] - ETA: 3:36 - loss: 0.0724 - dice_coefficient: 0.9438 Epoch 26: loss did not improve from 0.01867 22/400 [>.............................] - ETA: 3:36 - loss: 0.0721 - dice_coefficient: 0.9437 Epoch 26: loss did not improve from 0.01867 23/400 [>.............................] - ETA: 3:36 - loss: 0.0695 - dice_coefficient: 0.9458 Epoch 26: loss did not improve from 0.01867 24/400 [>.............................] - ETA: 3:36 - loss: 0.0682 - dice_coefficient: 0.9468 Epoch 26: loss did not improve from 0.01867 25/400 [>.............................] - ETA: 3:36 - loss: 0.0695 - dice_coefficient: 0.9452 Epoch 26: loss did not improve from 0.01867 26/400 [>.............................] - ETA: 3:35 - loss: 0.0679 - dice_coefficient: 0.9465 Epoch 26: loss did not improve from 0.01867 27/400 [=>............................] - ETA: 3:34 - loss: 0.0661 - dice_coefficient: 0.9478 Epoch 26: loss did not improve from 0.01867 28/400 [=>............................] - ETA: 3:34 - loss: 0.0654 - dice_coefficient: 0.9484 Epoch 26: loss did not improve from 0.01867 29/400 [=>............................] - ETA: 3:33 - loss: 0.0644 - dice_coefficient: 0.9492 Epoch 26: loss did not improve from 0.01867 30/400 [=>............................] - ETA: 3:32 - loss: 0.0636 - dice_coefficient: 0.9500 Epoch 26: loss did not improve from 0.01867 31/400 [=>............................] - ETA: 3:33 - loss: 0.0626 - dice_coefficient: 0.9507 Epoch 26: loss did not improve from 0.01867 32/400 [=>............................] - ETA: 3:33 - loss: 0.0612 - dice_coefficient: 0.9519 Epoch 26: loss did not improve from 0.01867 33/400 [=>............................] - ETA: 3:33 - loss: 0.0619 - dice_coefficient: 0.9513 Epoch 26: loss did not improve from 0.01867 34/400 [=>............................] - ETA: 3:32 - loss: 0.0617 - dice_coefficient: 0.9513 Epoch 26: loss did not improve from 0.01867 35/400 [=>............................] - ETA: 3:32 - loss: 0.0632 - dice_coefficient: 0.9497 Epoch 26: loss did not improve from 0.01867 36/400 [=>............................] - ETA: 3:31 - loss: 0.0619 - dice_coefficient: 0.9508 Epoch 26: loss did not improve from 0.01867 37/400 [=>............................] - ETA: 3:30 - loss: 0.0636 - dice_coefficient: 0.9493 Epoch 26: loss did not improve from 0.01867 38/400 [=>............................] - ETA: 3:30 - loss: 0.0627 - dice_coefficient: 0.9500 Epoch 26: loss did not improve from 0.01867 39/400 [=>............................] - ETA: 3:29 - loss: 0.0644 - dice_coefficient: 0.9488 Epoch 26: loss did not improve from 0.01867 40/400 [==>...........................] - ETA: 3:28 - loss: 0.0634 - dice_coefficient: 0.9498 Epoch 26: loss did not improve from 0.01867 41/400 [==>...........................] - ETA: 3:28 - loss: 0.0632 - dice_coefficient: 0.9498 Epoch 26: loss did not improve from 0.01867 42/400 [==>...........................] - ETA: 3:27 - loss: 0.0631 - dice_coefficient: 0.9497 Epoch 26: loss did not improve from 0.01867 43/400 [==>...........................] - ETA: 3:26 - loss: 0.0626 - dice_coefficient: 0.9499 Epoch 26: loss did not improve from 0.01867 44/400 [==>...........................] - ETA: 3:26 - loss: 0.0621 - dice_coefficient: 0.9506 Epoch 26: loss did not improve from 0.01867 45/400 [==>...........................] - ETA: 3:25 - loss: 0.0612 - dice_coefficient: 0.9514 Epoch 26: loss did not improve from 0.01867 46/400 [==>...........................] - ETA: 3:24 - loss: 0.0603 - dice_coefficient: 0.9520 Epoch 26: loss did not improve from 0.01867 47/400 [==>...........................] - ETA: 3:24 - loss: 0.0622 - dice_coefficient: 0.9504 Epoch 26: loss did not improve from 0.01867 48/400 [==>...........................] - ETA: 3:23 - loss: 0.0617 - dice_coefficient: 0.9506 Epoch 26: loss did not improve from 0.01867 49/400 [==>...........................] - ETA: 3:23 - loss: 0.0612 - dice_coefficient: 0.9509 Epoch 26: loss did not improve from 0.01867 50/400 [==>...........................] - ETA: 3:22 - loss: 0.0606 - dice_coefficient: 0.9516 Epoch 26: loss did not improve from 0.01867 51/400 [==>...........................] - ETA: 3:21 - loss: 0.0644 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 52/400 [==>...........................] - ETA: 3:21 - loss: 0.0637 - dice_coefficient: 0.9490 Epoch 26: loss did not improve from 0.01867 53/400 [==>...........................] - ETA: 3:20 - loss: 0.0634 - dice_coefficient: 0.9495 Epoch 26: loss did not improve from 0.01867 54/400 [===>..........................] - ETA: 3:20 - loss: 0.0627 - dice_coefficient: 0.9502 Epoch 26: loss did not improve from 0.01867 55/400 [===>..........................] - ETA: 3:19 - loss: 0.0629 - dice_coefficient: 0.9499 Epoch 26: loss did not improve from 0.01867 56/400 [===>..........................] - ETA: 3:18 - loss: 0.0622 - dice_coefficient: 0.9505 Epoch 26: loss did not improve from 0.01867 57/400 [===>..........................] - ETA: 3:18 - loss: 0.0614 - dice_coefficient: 0.9512 Epoch 26: loss did not improve from 0.01867 58/400 [===>..........................] - ETA: 3:17 - loss: 0.0691 - dice_coefficient: 0.9453 Epoch 26: loss did not improve from 0.01867 59/400 [===>..........................] - ETA: 3:17 - loss: 0.0688 - dice_coefficient: 0.9455 Epoch 26: loss did not improve from 0.01867 60/400 [===>..........................] - ETA: 3:16 - loss: 0.0685 - dice_coefficient: 0.9456 Epoch 26: loss did not improve from 0.01867 61/400 [===>..........................] - ETA: 3:15 - loss: 0.0676 - dice_coefficient: 0.9463 Epoch 26: loss did not improve from 0.01867 62/400 [===>..........................] - ETA: 3:15 - loss: 0.0671 - dice_coefficient: 0.9467 Epoch 26: loss did not improve from 0.01867 63/400 [===>..........................] - ETA: 3:14 - loss: 0.0662 - dice_coefficient: 0.9474 Epoch 26: loss did not improve from 0.01867 64/400 [===>..........................] - ETA: 3:13 - loss: 0.0660 - dice_coefficient: 0.9475 Epoch 26: loss did not improve from 0.01867 65/400 [===>..........................] - ETA: 3:13 - loss: 0.0655 - dice_coefficient: 0.9478 Epoch 26: loss did not improve from 0.01867 66/400 [===>..........................] - ETA: 3:13 - loss: 0.0648 - dice_coefficient: 0.9484 Epoch 26: loss did not improve from 0.01867 67/400 [====>.........................] - ETA: 3:12 - loss: 0.0642 - dice_coefficient: 0.9489 Epoch 26: loss did not improve from 0.01867 68/400 [====>.........................] - ETA: 3:11 - loss: 0.0636 - dice_coefficient: 0.9494 Epoch 26: loss did not improve from 0.01867 69/400 [====>.........................] - ETA: 3:11 - loss: 0.0628 - dice_coefficient: 0.9500 Epoch 26: loss did not improve from 0.01867 70/400 [====>.........................] - ETA: 3:11 - loss: 0.0622 - dice_coefficient: 0.9505 Epoch 26: loss did not improve from 0.01867 71/400 [====>.........................] - ETA: 3:10 - loss: 0.0615 - dice_coefficient: 0.9511 Epoch 26: loss did not improve from 0.01867 72/400 [====>.........................] - ETA: 3:10 - loss: 0.0610 - dice_coefficient: 0.9516 Epoch 26: loss did not improve from 0.01867 73/400 [====>.........................] - ETA: 3:09 - loss: 0.0604 - dice_coefficient: 0.9521 Epoch 26: loss did not improve from 0.01867 74/400 [====>.........................] - ETA: 3:08 - loss: 0.0597 - dice_coefficient: 0.9527 Epoch 26: loss did not improve from 0.01867 75/400 [====>.........................] - ETA: 3:08 - loss: 0.0643 - dice_coefficient: 0.9490 Epoch 26: loss did not improve from 0.01867 76/400 [====>.........................] - ETA: 3:07 - loss: 0.0637 - dice_coefficient: 0.9495 Epoch 26: loss did not improve from 0.01867 77/400 [====>.........................] - ETA: 3:07 - loss: 0.0632 - dice_coefficient: 0.9499 Epoch 26: loss did not improve from 0.01867 78/400 [====>.........................] - ETA: 3:06 - loss: 0.0637 - dice_coefficient: 0.9494 Epoch 26: loss did not improve from 0.01867 79/400 [====>.........................] - ETA: 3:06 - loss: 0.0631 - dice_coefficient: 0.9499 Epoch 26: loss did not improve from 0.01867 80/400 [=====>........................] - ETA: 3:05 - loss: 0.0626 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 81/400 [=====>........................] - ETA: 3:05 - loss: 0.0622 - dice_coefficient: 0.9507 Epoch 26: loss did not improve from 0.01867 82/400 [=====>........................] - ETA: 3:04 - loss: 0.0616 - dice_coefficient: 0.9511 Epoch 26: loss did not improve from 0.01867 83/400 [=====>........................] - ETA: 3:04 - loss: 0.0612 - dice_coefficient: 0.9515 Epoch 26: loss did not improve from 0.01867 84/400 [=====>........................] - ETA: 3:03 - loss: 0.0610 - dice_coefficient: 0.9518 Epoch 26: loss did not improve from 0.01867 85/400 [=====>........................] - ETA: 3:03 - loss: 0.0611 - dice_coefficient: 0.9517 Epoch 26: loss did not improve from 0.01867 86/400 [=====>........................] - ETA: 3:02 - loss: 0.0605 - dice_coefficient: 0.9522 Epoch 26: loss did not improve from 0.01867 87/400 [=====>........................] - ETA: 3:02 - loss: 0.0600 - dice_coefficient: 0.9526 Epoch 26: loss did not improve from 0.01867 88/400 [=====>........................] - ETA: 3:01 - loss: 0.0598 - dice_coefficient: 0.9527 Epoch 26: loss did not improve from 0.01867 89/400 [=====>........................] - ETA: 3:01 - loss: 0.0627 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 90/400 [=====>........................] - ETA: 3:01 - loss: 0.0622 - dice_coefficient: 0.9508 Epoch 26: loss did not improve from 0.01867 91/400 [=====>........................] - ETA: 3:00 - loss: 0.0624 - dice_coefficient: 0.9506 Epoch 26: loss did not improve from 0.01867 92/400 [=====>........................] - ETA: 2:59 - loss: 0.0622 - dice_coefficient: 0.9507 Epoch 26: loss did not improve from 0.01867 93/400 [=====>........................] - ETA: 2:59 - loss: 0.0620 - dice_coefficient: 0.9509 Epoch 26: loss did not improve from 0.01867 94/400 [======>.......................] - ETA: 2:58 - loss: 0.0628 - dice_coefficient: 0.9502 Epoch 26: loss did not improve from 0.01867 95/400 [======>.......................] - ETA: 2:58 - loss: 0.0627 - dice_coefficient: 0.9501 Epoch 26: loss did not improve from 0.01867 96/400 [======>.......................] - ETA: 2:57 - loss: 0.0625 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 97/400 [======>.......................] - ETA: 2:56 - loss: 0.0621 - dice_coefficient: 0.9506 Epoch 26: loss did not improve from 0.01867 98/400 [======>.......................] - ETA: 2:56 - loss: 0.0657 - dice_coefficient: 0.9481 Epoch 26: loss did not improve from 0.01867 99/400 [======>.......................] - ETA: 2:55 - loss: 0.0655 - dice_coefficient: 0.9482 Epoch 26: loss did not improve from 0.01867 100/400 [======>.......................] - ETA: 2:55 - loss: 0.0651 - dice_coefficient: 0.9485 Epoch 26: loss did not improve from 0.01867 101/400 [======>.......................] - ETA: 2:54 - loss: 0.0647 - dice_coefficient: 0.9489 Epoch 26: loss did not improve from 0.01867 102/400 [======>.......................] - ETA: 2:53 - loss: 0.0646 - dice_coefficient: 0.9490 Epoch 26: loss did not improve from 0.01867 103/400 [======>.......................] - ETA: 2:53 - loss: 0.0640 - dice_coefficient: 0.9495 Epoch 26: loss did not improve from 0.01867 104/400 [======>.......................] - ETA: 2:52 - loss: 0.0638 - dice_coefficient: 0.9495 Epoch 26: loss did not improve from 0.01867 105/400 [======>.......................] - ETA: 2:52 - loss: 0.0634 - dice_coefficient: 0.9499 Epoch 26: loss did not improve from 0.01867 106/400 [======>.......................] - ETA: 2:51 - loss: 0.0629 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 107/400 [=======>......................] - ETA: 2:50 - loss: 0.0647 - dice_coefficient: 0.9488 Epoch 26: loss did not improve from 0.01867 108/400 [=======>......................] - ETA: 2:50 - loss: 0.0646 - dice_coefficient: 0.9488 Epoch 26: loss did not improve from 0.01867 109/400 [=======>......................] - ETA: 2:49 - loss: 0.0645 - dice_coefficient: 0.9490 Epoch 26: loss did not improve from 0.01867 110/400 [=======>......................] - ETA: 2:49 - loss: 0.0642 - dice_coefficient: 0.9492 Epoch 26: loss did not improve from 0.01867 111/400 [=======>......................] - ETA: 2:48 - loss: 0.0640 - dice_coefficient: 0.9495 Epoch 26: loss did not improve from 0.01867 112/400 [=======>......................] - ETA: 2:47 - loss: 0.0637 - dice_coefficient: 0.9497 Epoch 26: loss did not improve from 0.01867 113/400 [=======>......................] - ETA: 2:47 - loss: 0.0635 - dice_coefficient: 0.9500 Epoch 26: loss did not improve from 0.01867 114/400 [=======>......................] - ETA: 2:46 - loss: 0.0630 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 115/400 [=======>......................] - ETA: 2:45 - loss: 0.0651 - dice_coefficient: 0.9486 Epoch 26: loss did not improve from 0.01867 116/400 [=======>......................] - ETA: 2:45 - loss: 0.0647 - dice_coefficient: 0.9488 Epoch 26: loss did not improve from 0.01867 117/400 [=======>......................] - ETA: 2:44 - loss: 0.0644 - dice_coefficient: 0.9491 Epoch 26: loss did not improve from 0.01867 118/400 [=======>......................] - ETA: 2:44 - loss: 0.0641 - dice_coefficient: 0.9493 Epoch 26: loss did not improve from 0.01867 119/400 [=======>......................] - ETA: 2:43 - loss: 0.0642 - dice_coefficient: 0.9492 Epoch 26: loss did not improve from 0.01867 120/400 [========>.....................] - ETA: 2:42 - loss: 0.0659 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 121/400 [========>.....................] - ETA: 2:42 - loss: 0.0661 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 122/400 [========>.....................] - ETA: 2:41 - loss: 0.0657 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 123/400 [========>.....................] - ETA: 2:41 - loss: 0.0652 - dice_coefficient: 0.9487 Epoch 26: loss did not improve from 0.01867 124/400 [========>.....................] - ETA: 2:40 - loss: 0.0655 - dice_coefficient: 0.9486 Epoch 26: loss did not improve from 0.01867 125/400 [========>.....................] - ETA: 2:39 - loss: 0.0655 - dice_coefficient: 0.9486 Epoch 26: loss did not improve from 0.01867 126/400 [========>.....................] - ETA: 2:39 - loss: 0.0651 - dice_coefficient: 0.9489 Epoch 26: loss did not improve from 0.01867 127/400 [========>.....................] - ETA: 2:38 - loss: 0.0652 - dice_coefficient: 0.9488 Epoch 26: loss did not improve from 0.01867 128/400 [========>.....................] - ETA: 2:38 - loss: 0.0648 - dice_coefficient: 0.9492 Epoch 26: loss did not improve from 0.01867 129/400 [========>.....................] - ETA: 2:37 - loss: 0.0646 - dice_coefficient: 0.9494 Epoch 26: loss did not improve from 0.01867 130/400 [========>.....................] - ETA: 2:36 - loss: 0.1886 - dice_coefficient: 0.9421 Epoch 26: loss did not improve from 0.01867 131/400 [========>.....................] - ETA: 2:36 - loss: 0.1874 - dice_coefficient: 0.9424 Epoch 26: loss did not improve from 0.01867 132/400 [========>.....................] - ETA: 2:35 - loss: 0.1861 - dice_coefficient: 0.9427 Epoch 26: loss did not improve from 0.01867 133/400 [========>.....................] - ETA: 2:35 - loss: 0.1854 - dice_coefficient: 0.9425 Epoch 26: loss did not improve from 0.01867 134/400 [=========>....................] - ETA: 2:34 - loss: 0.1842 - dice_coefficient: 0.9428 Epoch 26: loss did not improve from 0.01867 135/400 [=========>....................] - ETA: 2:33 - loss: 0.1831 - dice_coefficient: 0.9431 Epoch 26: loss did not improve from 0.01867 136/400 [=========>....................] - ETA: 2:33 - loss: 0.1820 - dice_coefficient: 0.9432 Epoch 26: loss did not improve from 0.01867 137/400 [=========>....................] - ETA: 2:32 - loss: 0.1808 - dice_coefficient: 0.9436 Epoch 26: loss did not improve from 0.01867 138/400 [=========>....................] - ETA: 2:32 - loss: 0.1799 - dice_coefficient: 0.9437 Epoch 26: loss did not improve from 0.01867 139/400 [=========>....................] - ETA: 2:31 - loss: 0.1792 - dice_coefficient: 0.9437 Epoch 26: loss did not improve from 0.01867 140/400 [=========>....................] - ETA: 2:31 - loss: 0.1780 - dice_coefficient: 0.9440 Epoch 26: loss did not improve from 0.01867 141/400 [=========>....................] - ETA: 2:30 - loss: 0.1771 - dice_coefficient: 0.9441 Epoch 26: loss did not improve from 0.01867 142/400 [=========>....................] - ETA: 2:29 - loss: 0.1767 - dice_coefficient: 0.9439 Epoch 26: loss did not improve from 0.01867 143/400 [=========>....................] - ETA: 2:29 - loss: 0.1759 - dice_coefficient: 0.9438 Epoch 26: loss did not improve from 0.01867 144/400 [=========>....................] - ETA: 2:28 - loss: 0.1755 - dice_coefficient: 0.9439 Epoch 26: loss did not improve from 0.01867 145/400 [=========>....................] - ETA: 2:28 - loss: 0.1744 - dice_coefficient: 0.9442 Epoch 26: loss did not improve from 0.01867 146/400 [=========>....................] - ETA: 2:27 - loss: 0.1733 - dice_coefficient: 0.9445 Epoch 26: loss did not improve from 0.01867 147/400 [==========>...................] - ETA: 2:26 - loss: 0.1729 - dice_coefficient: 0.9442 Epoch 26: loss did not improve from 0.01867 148/400 [==========>...................] - ETA: 2:26 - loss: 0.1736 - dice_coefficient: 0.9431 Epoch 26: loss did not improve from 0.01867 149/400 [==========>...................] - ETA: 2:25 - loss: 0.1726 - dice_coefficient: 0.9434 Epoch 26: loss did not improve from 0.01867 150/400 [==========>...................] - ETA: 2:25 - loss: 0.1716 - dice_coefficient: 0.9436 Epoch 26: loss did not improve from 0.01867 151/400 [==========>...................] - ETA: 2:24 - loss: 0.1706 - dice_coefficient: 0.9438 Epoch 26: loss did not improve from 0.01867 152/400 [==========>...................] - ETA: 2:23 - loss: 0.1699 - dice_coefficient: 0.9438 Epoch 26: loss did not improve from 0.01867 153/400 [==========>...................] - ETA: 2:23 - loss: 0.1690 - dice_coefficient: 0.9441 Epoch 26: loss did not improve from 0.01867 154/400 [==========>...................] - ETA: 2:22 - loss: 0.1681 - dice_coefficient: 0.9443 Epoch 26: loss did not improve from 0.01867 155/400 [==========>...................] - ETA: 2:22 - loss: 0.1671 - dice_coefficient: 0.9446 Epoch 26: loss did not improve from 0.01867 156/400 [==========>...................] - ETA: 2:21 - loss: 0.1662 - dice_coefficient: 0.9448 Epoch 26: loss did not improve from 0.01867 157/400 [==========>...................] - ETA: 2:20 - loss: 0.1652 - dice_coefficient: 0.9451 Epoch 26: loss did not improve from 0.01867 158/400 [==========>...................] - ETA: 2:20 - loss: 0.1643 - dice_coefficient: 0.9453 Epoch 26: loss did not improve from 0.01867 159/400 [==========>...................] - ETA: 2:19 - loss: 0.1635 - dice_coefficient: 0.9455 Epoch 26: loss did not improve from 0.01867 160/400 [===========>..................] - ETA: 2:19 - loss: 0.1627 - dice_coefficient: 0.9457 Epoch 26: loss did not improve from 0.01867 161/400 [===========>..................] - ETA: 2:18 - loss: 0.1619 - dice_coefficient: 0.9459 Epoch 26: loss did not improve from 0.01867 162/400 [===========>..................] - ETA: 2:17 - loss: 0.1613 - dice_coefficient: 0.9460 Epoch 26: loss did not improve from 0.01867 163/400 [===========>..................] - ETA: 2:17 - loss: 0.1610 - dice_coefficient: 0.9457 Epoch 26: loss did not improve from 0.01867 164/400 [===========>..................] - ETA: 2:16 - loss: 0.1601 - dice_coefficient: 0.9459 Epoch 26: loss did not improve from 0.01867 165/400 [===========>..................] - ETA: 2:16 - loss: 0.1604 - dice_coefficient: 0.9452 Epoch 26: loss did not improve from 0.01867 166/400 [===========>..................] - ETA: 2:15 - loss: 0.1596 - dice_coefficient: 0.9454 Epoch 26: loss did not improve from 0.01867 167/400 [===========>..................] - ETA: 2:15 - loss: 0.1587 - dice_coefficient: 0.9456 Epoch 26: loss did not improve from 0.01867 168/400 [===========>..................] - ETA: 2:14 - loss: 0.1578 - dice_coefficient: 0.9459 Epoch 26: loss did not improve from 0.01867 169/400 [===========>..................] - ETA: 2:13 - loss: 0.1569 - dice_coefficient: 0.9462 Epoch 26: loss did not improve from 0.01867 170/400 [===========>..................] - ETA: 2:13 - loss: 0.1561 - dice_coefficient: 0.9465 Epoch 26: loss did not improve from 0.01867 171/400 [===========>..................] - ETA: 2:12 - loss: 0.1553 - dice_coefficient: 0.9467 Epoch 26: loss did not improve from 0.01867 172/400 [===========>..................] - ETA: 2:12 - loss: 0.1545 - dice_coefficient: 0.9469 Epoch 26: loss did not improve from 0.01867 173/400 [===========>..................] - ETA: 2:11 - loss: 0.1539 - dice_coefficient: 0.9470 Epoch 26: loss did not improve from 0.01867 174/400 [============>.................] - ETA: 2:10 - loss: 0.1533 - dice_coefficient: 0.9472 Epoch 26: loss did not improve from 0.01867 175/400 [============>.................] - ETA: 2:10 - loss: 0.1537 - dice_coefficient: 0.9463 Epoch 26: loss did not improve from 0.01867 176/400 [============>.................] - ETA: 2:09 - loss: 0.1530 - dice_coefficient: 0.9465 Epoch 26: loss did not improve from 0.01867 177/400 [============>.................] - ETA: 2:09 - loss: 0.1525 - dice_coefficient: 0.9465 Epoch 26: loss did not improve from 0.01867 178/400 [============>.................] - ETA: 2:08 - loss: 0.1518 - dice_coefficient: 0.9467 Epoch 26: loss did not improve from 0.01867 179/400 [============>.................] - ETA: 2:08 - loss: 0.1511 - dice_coefficient: 0.9469 Epoch 26: loss did not improve from 0.01867 180/400 [============>.................] - ETA: 2:07 - loss: 0.1505 - dice_coefficient: 0.9471 Epoch 26: loss did not improve from 0.01867 181/400 [============>.................] - ETA: 2:06 - loss: 0.1497 - dice_coefficient: 0.9473 Epoch 26: loss did not improve from 0.01867 182/400 [============>.................] - ETA: 2:06 - loss: 0.1490 - dice_coefficient: 0.9475 Epoch 26: loss did not improve from 0.01867 183/400 [============>.................] - ETA: 2:05 - loss: 0.1485 - dice_coefficient: 0.9477 Epoch 26: loss did not improve from 0.01867 184/400 [============>.................] - ETA: 2:05 - loss: 0.1478 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 185/400 [============>.................] - ETA: 2:04 - loss: 0.1473 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 186/400 [============>.................] - ETA: 2:03 - loss: 0.1466 - dice_coefficient: 0.9481 Epoch 26: loss did not improve from 0.01867 187/400 [=============>................] - ETA: 2:03 - loss: 0.1466 - dice_coefficient: 0.9476 Epoch 26: loss did not improve from 0.01867 188/400 [=============>................] - ETA: 2:02 - loss: 0.1460 - dice_coefficient: 0.9478 Epoch 26: loss did not improve from 0.01867 189/400 [=============>................] - ETA: 2:02 - loss: 0.1453 - dice_coefficient: 0.9480 Epoch 26: loss did not improve from 0.01867 190/400 [=============>................] - ETA: 2:01 - loss: 0.1449 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 191/400 [=============>................] - ETA: 2:01 - loss: 0.1445 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 192/400 [=============>................] - ETA: 2:00 - loss: 0.1439 - dice_coefficient: 0.9481 Epoch 26: loss did not improve from 0.01867 193/400 [=============>................] - ETA: 1:59 - loss: 0.1432 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 194/400 [=============>................] - ETA: 1:59 - loss: 0.1427 - dice_coefficient: 0.9484 Epoch 26: loss did not improve from 0.01867 195/400 [=============>................] - ETA: 1:58 - loss: 0.1420 - dice_coefficient: 0.9486 Epoch 26: loss did not improve from 0.01867 196/400 [=============>................] - ETA: 1:58 - loss: 0.1413 - dice_coefficient: 0.9489 Epoch 26: loss did not improve from 0.01867 197/400 [=============>................] - ETA: 1:57 - loss: 0.1407 - dice_coefficient: 0.9491 Epoch 26: loss did not improve from 0.01867 198/400 [=============>................] - ETA: 1:56 - loss: 0.1404 - dice_coefficient: 0.9490 Epoch 26: loss did not improve from 0.01867 199/400 [=============>................] - ETA: 1:56 - loss: 0.1402 - dice_coefficient: 0.9487 Epoch 26: loss did not improve from 0.01867 200/400 [==============>...............] - ETA: 1:55 - loss: 0.1396 - dice_coefficient: 0.9489 Epoch 26: loss did not improve from 0.01867 201/400 [==============>...............] - ETA: 1:55 - loss: 0.1390 - dice_coefficient: 0.9491 Epoch 26: loss did not improve from 0.01867 202/400 [==============>...............] - ETA: 1:54 - loss: 0.1397 - dice_coefficient: 0.9482 Epoch 26: loss did not improve from 0.01867 203/400 [==============>...............] - ETA: 1:53 - loss: 0.1392 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 204/400 [==============>...............] - ETA: 1:53 - loss: 0.1386 - dice_coefficient: 0.9485 Epoch 26: loss did not improve from 0.01867 205/400 [==============>...............] - ETA: 1:52 - loss: 0.1399 - dice_coefficient: 0.9473 Epoch 26: loss did not improve from 0.01867 206/400 [==============>...............] - ETA: 1:52 - loss: 0.1394 - dice_coefficient: 0.9474 Epoch 26: loss did not improve from 0.01867 207/400 [==============>...............] - ETA: 1:51 - loss: 0.1389 - dice_coefficient: 0.9475 Epoch 26: loss did not improve from 0.01867 208/400 [==============>...............] - ETA: 1:51 - loss: 0.1383 - dice_coefficient: 0.9477 Epoch 26: loss did not improve from 0.01867 209/400 [==============>...............] - ETA: 1:50 - loss: 0.1379 - dice_coefficient: 0.9477 Epoch 26: loss did not improve from 0.01867 210/400 [==============>...............] - ETA: 1:49 - loss: 0.1373 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 211/400 [==============>...............] - ETA: 1:49 - loss: 0.1383 - dice_coefficient: 0.9468 Epoch 26: loss did not improve from 0.01867 212/400 [==============>...............] - ETA: 1:48 - loss: 0.1380 - dice_coefficient: 0.9467 Epoch 26: loss did not improve from 0.01867 213/400 [==============>...............] - ETA: 1:48 - loss: 0.1374 - dice_coefficient: 0.9469 Epoch 26: loss did not improve from 0.01867 214/400 [===============>..............] - ETA: 1:47 - loss: 0.1370 - dice_coefficient: 0.9470 Epoch 26: loss did not improve from 0.01867 215/400 [===============>..............] - ETA: 1:46 - loss: 0.1365 - dice_coefficient: 0.9472 Epoch 26: loss did not improve from 0.01867 216/400 [===============>..............] - ETA: 1:46 - loss: 0.1361 - dice_coefficient: 0.9472 Epoch 26: loss did not improve from 0.01867 217/400 [===============>..............] - ETA: 1:45 - loss: 0.1356 - dice_coefficient: 0.9474 Epoch 26: loss did not improve from 0.01867 218/400 [===============>..............] - ETA: 1:45 - loss: 0.1351 - dice_coefficient: 0.9475 Epoch 26: loss did not improve from 0.01867 219/400 [===============>..............] - ETA: 1:44 - loss: 0.1348 - dice_coefficient: 0.9475 Epoch 26: loss did not improve from 0.01867 220/400 [===============>..............] - ETA: 1:44 - loss: 0.1342 - dice_coefficient: 0.9477 Epoch 26: loss did not improve from 0.01867 221/400 [===============>..............] - ETA: 1:43 - loss: 0.1339 - dice_coefficient: 0.9477 Epoch 26: loss did not improve from 0.01867 222/400 [===============>..............] - ETA: 1:42 - loss: 0.1334 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 223/400 [===============>..............] - ETA: 1:42 - loss: 0.1340 - dice_coefficient: 0.9471 Epoch 26: loss did not improve from 0.01867 224/400 [===============>..............] - ETA: 1:41 - loss: 0.1335 - dice_coefficient: 0.9473 Epoch 26: loss did not improve from 0.01867 225/400 [===============>..............] - ETA: 1:41 - loss: 0.1330 - dice_coefficient: 0.9475 Epoch 26: loss did not improve from 0.01867 226/400 [===============>..............] - ETA: 1:40 - loss: 0.1327 - dice_coefficient: 0.9476 Epoch 26: loss did not improve from 0.01867 227/400 [================>.............] - ETA: 1:40 - loss: 0.1324 - dice_coefficient: 0.9475 Epoch 26: loss did not improve from 0.01867 228/400 [================>.............] - ETA: 1:39 - loss: 0.1319 - dice_coefficient: 0.9477 Epoch 26: loss did not improve from 0.01867 229/400 [================>.............] - ETA: 1:39 - loss: 0.1315 - dice_coefficient: 0.9478 Epoch 26: loss did not improve from 0.01867 230/400 [================>.............] - ETA: 1:38 - loss: 0.1312 - dice_coefficient: 0.9478 Epoch 26: loss did not improve from 0.01867 231/400 [================>.............] - ETA: 1:37 - loss: 0.1308 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 232/400 [================>.............] - ETA: 1:37 - loss: 0.1307 - dice_coefficient: 0.9477 Epoch 26: loss did not improve from 0.01867 233/400 [================>.............] - ETA: 1:36 - loss: 0.1302 - dice_coefficient: 0.9478 Epoch 26: loss did not improve from 0.01867 234/400 [================>.............] - ETA: 1:36 - loss: 0.1297 - dice_coefficient: 0.9480 Epoch 26: loss did not improve from 0.01867 235/400 [================>.............] - ETA: 1:35 - loss: 0.1293 - dice_coefficient: 0.9482 Epoch 26: loss did not improve from 0.01867 236/400 [================>.............] - ETA: 1:35 - loss: 0.1289 - dice_coefficient: 0.9482 Epoch 26: loss did not improve from 0.01867 237/400 [================>.............] - ETA: 1:34 - loss: 0.1285 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 238/400 [================>.............] - ETA: 1:33 - loss: 0.1281 - dice_coefficient: 0.9484 Epoch 26: loss did not improve from 0.01867 239/400 [================>.............] - ETA: 1:33 - loss: 0.1277 - dice_coefficient: 0.9486 Epoch 26: loss did not improve from 0.01867 240/400 [=================>............] - ETA: 1:32 - loss: 0.1275 - dice_coefficient: 0.9485 Epoch 26: loss did not improve from 0.01867 241/400 [=================>............] - ETA: 1:32 - loss: 0.1287 - dice_coefficient: 0.9473 Epoch 26: loss did not improve from 0.01867 242/400 [=================>............] - ETA: 1:31 - loss: 0.1283 - dice_coefficient: 0.9474 Epoch 26: loss did not improve from 0.01867 243/400 [=================>............] - ETA: 1:31 - loss: 0.1279 - dice_coefficient: 0.9476 Epoch 26: loss did not improve from 0.01867 244/400 [=================>............] - ETA: 1:30 - loss: 0.1274 - dice_coefficient: 0.9478 Epoch 26: loss did not improve from 0.01867 245/400 [=================>............] - ETA: 1:29 - loss: 0.1270 - dice_coefficient: 0.9479 Epoch 26: loss did not improve from 0.01867 246/400 [=================>............] - ETA: 1:29 - loss: 0.1267 - dice_coefficient: 0.9480 Epoch 26: loss did not improve from 0.01867 247/400 [=================>............] - ETA: 1:28 - loss: 0.1262 - dice_coefficient: 0.9481 Epoch 26: loss did not improve from 0.01867 248/400 [=================>............] - ETA: 1:28 - loss: 0.1260 - dice_coefficient: 0.9482 Epoch 26: loss did not improve from 0.01867 249/400 [=================>............] - ETA: 1:27 - loss: 0.1256 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 250/400 [=================>............] - ETA: 1:27 - loss: 0.1254 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 251/400 [=================>............] - ETA: 1:26 - loss: 0.1253 - dice_coefficient: 0.9481 Epoch 26: loss did not improve from 0.01867 252/400 [=================>............] - ETA: 1:25 - loss: 0.1248 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 253/400 [=================>............] - ETA: 1:25 - loss: 0.1246 - dice_coefficient: 0.9483 Epoch 26: loss did not improve from 0.01867 254/400 [==================>...........] - ETA: 1:24 - loss: 0.1242 - dice_coefficient: 0.9484 Epoch 26: loss did not improve from 0.01867 255/400 [==================>...........] - ETA: 1:24 - loss: 0.1237 - dice_coefficient: 0.9486 Epoch 26: loss did not improve from 0.01867 256/400 [==================>...........] - ETA: 1:23 - loss: 0.1234 - dice_coefficient: 0.9487 Epoch 26: loss did not improve from 0.01867 257/400 [==================>...........] - ETA: 1:22 - loss: 0.1229 - dice_coefficient: 0.9488 Epoch 26: loss did not improve from 0.01867 258/400 [==================>...........] - ETA: 1:22 - loss: 0.1226 - dice_coefficient: 0.9490 Epoch 26: loss did not improve from 0.01867 259/400 [==================>...........] - ETA: 1:21 - loss: 0.1223 - dice_coefficient: 0.9491 Epoch 26: loss did not improve from 0.01867 260/400 [==================>...........] - ETA: 1:21 - loss: 0.1219 - dice_coefficient: 0.9492 Epoch 26: loss did not improve from 0.01867 261/400 [==================>...........] - ETA: 1:20 - loss: 0.1215 - dice_coefficient: 0.9494 Epoch 26: loss did not improve from 0.01867 262/400 [==================>...........] - ETA: 1:20 - loss: 0.1211 - dice_coefficient: 0.9495 Epoch 26: loss did not improve from 0.01867 263/400 [==================>...........] - ETA: 1:19 - loss: 0.1208 - dice_coefficient: 0.9496 Epoch 26: loss did not improve from 0.01867 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1204 - dice_coefficient: 0.9498 Epoch 26: loss did not improve from 0.01867 265/400 [==================>...........] - ETA: 1:18 - loss: 0.1201 - dice_coefficient: 0.9498 Epoch 26: loss did not improve from 0.01867 266/400 [==================>...........] - ETA: 1:17 - loss: 0.1197 - dice_coefficient: 0.9499 Epoch 26: loss did not improve from 0.01867 267/400 [===================>..........] - ETA: 1:17 - loss: 0.1194 - dice_coefficient: 0.9501 Epoch 26: loss did not improve from 0.01867 268/400 [===================>..........] - ETA: 1:16 - loss: 0.1190 - dice_coefficient: 0.9502 Epoch 26: loss did not improve from 0.01867 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1187 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 270/400 [===================>..........] - ETA: 1:15 - loss: 0.1184 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 271/400 [===================>..........] - ETA: 1:14 - loss: 0.1183 - dice_coefficient: 0.9503 Epoch 26: loss did not improve from 0.01867 272/400 [===================>..........] - ETA: 1:14 - loss: 0.1180 - dice_coefficient: 0.9504 Epoch 26: loss did not improve from 0.01867 273/400 [===================>..........] - ETA: 1:13 - loss: 0.1176 - dice_coefficient: 0.9505 Epoch 26: loss did not improve from 0.01867 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1172 - dice_coefficient: 0.9507 Epoch 26: loss did not improve from 0.01867 275/400 [===================>..........] - ETA: 1:12 - loss: 0.1170 - dice_coefficient: 0.9507 Epoch 26: loss did not improve from 0.01867 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1166 - dice_coefficient: 0.9508 Epoch 26: loss did not improve from 0.01867 277/400 [===================>..........] - ETA: 1:11 - loss: 0.1163 - dice_coefficient: 0.9510 Epoch 26: loss did not improve from 0.01867 278/400 [===================>..........] - ETA: 1:10 - loss: 0.1159 - dice_coefficient: 0.9511 Epoch 26: loss did not improve from 0.01867 279/400 [===================>..........] - ETA: 1:10 - loss: 0.1155 - dice_coefficient: 0.9512 Epoch 26: loss did not improve from 0.01867 280/400 [====================>.........] - ETA: 1:09 - loss: 0.1151 - dice_coefficient: 0.9514 Epoch 26: loss did not improve from 0.01867 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1153 - dice_coefficient: 0.9511 Epoch 26: loss did not improve from 0.01867 282/400 [====================>.........] - ETA: 1:08 - loss: 0.1149 - dice_coefficient: 0.9512 Epoch 26: loss did not improve from 0.01867 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1145 - dice_coefficient: 0.9514 Epoch 26: loss did not improve from 0.01867 284/400 [====================>.........] - ETA: 1:07 - loss: 0.1142 - dice_coefficient: 0.9515 Epoch 26: loss did not improve from 0.01867 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1138 - dice_coefficient: 0.9516 Epoch 26: loss did not improve from 0.01867 286/400 [====================>.........] - ETA: 1:06 - loss: 0.1136 - dice_coefficient: 0.9516 Epoch 26: loss did not improve from 0.01867 287/400 [====================>.........] - ETA: 1:05 - loss: 0.1133 - dice_coefficient: 0.9517 Epoch 26: loss did not improve from 0.01867 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1131 - dice_coefficient: 0.9518 Epoch 26: loss did not improve from 0.01867 289/400 [====================>.........] - ETA: 1:04 - loss: 0.1127 - dice_coefficient: 0.9519 Epoch 26: loss did not improve from 0.01867 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1126 - dice_coefficient: 0.9519 Epoch 26: loss did not improve from 0.01867 291/400 [====================>.........] - ETA: 1:03 - loss: 0.1123 - dice_coefficient: 0.9520 Epoch 26: loss did not improve from 0.01867 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1120 - dice_coefficient: 0.9521 Epoch 26: loss did not improve from 0.01867 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1116 - dice_coefficient: 0.9522 Epoch 26: loss did not improve from 0.01867 294/400 [=====================>........] - ETA: 1:01 - loss: 0.1113 - dice_coefficient: 0.9524 Epoch 26: loss did not improve from 0.01867 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1110 - dice_coefficient: 0.9524 Epoch 26: loss did not improve from 0.01867 296/400 [=====================>........] - ETA: 1:00 - loss: 0.1109 - dice_coefficient: 0.9524 Epoch 26: loss did not improve from 0.01867 297/400 [=====================>........] - ETA: 59s - loss: 0.1105 - dice_coefficient: 0.9525 Epoch 26: loss did not improve from 0.01867 298/400 [=====================>........] - ETA: 59s - loss: 0.1103 - dice_coefficient: 0.9526 Epoch 26: loss did not improve from 0.01867 299/400 [=====================>........] - ETA: 58s - loss: 0.1099 - dice_coefficient: 0.9528 Epoch 26: loss did not improve from 0.01867 300/400 [=====================>........] - ETA: 57s - loss: 0.1096 - dice_coefficient: 0.9529 Epoch 26: loss did not improve from 0.01867 301/400 [=====================>........] - ETA: 57s - loss: 0.1094 - dice_coefficient: 0.9530 Epoch 26: loss did not improve from 0.01867 302/400 [=====================>........] - ETA: 56s - loss: 0.1091 - dice_coefficient: 0.9531 Epoch 26: loss did not improve from 0.01867 303/400 [=====================>........] - ETA: 56s - loss: 0.1089 - dice_coefficient: 0.9531 Epoch 26: loss did not improve from 0.01867 304/400 [=====================>........] - ETA: 55s - loss: 0.1091 - dice_coefficient: 0.9528 Epoch 26: loss did not improve from 0.01867 305/400 [=====================>........] - ETA: 54s - loss: 0.1088 - dice_coefficient: 0.9530 Epoch 26: loss did not improve from 0.01867 306/400 [=====================>........] - ETA: 54s - loss: 0.1087 - dice_coefficient: 0.9529 Epoch 26: loss did not improve from 0.01867 307/400 [======================>.......] - ETA: 53s - loss: 0.1083 - dice_coefficient: 0.9531 Epoch 26: loss did not improve from 0.01867 308/400 [======================>.......] - ETA: 53s - loss: 0.1080 - dice_coefficient: 0.9532 Epoch 26: loss did not improve from 0.01867 309/400 [======================>.......] - ETA: 52s - loss: 0.1078 - dice_coefficient: 0.9532 Epoch 26: loss did not improve from 0.01867 310/400 [======================>.......] - ETA: 52s - loss: 0.1075 - dice_coefficient: 0.9534 Epoch 26: loss did not improve from 0.01867 311/400 [======================>.......] - ETA: 51s - loss: 0.1072 - dice_coefficient: 0.9535 Epoch 26: loss did not improve from 0.01867 312/400 [======================>.......] - ETA: 50s - loss: 0.1069 - dice_coefficient: 0.9536 Epoch 26: loss did not improve from 0.01867 313/400 [======================>.......] - ETA: 50s - loss: 0.1067 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 314/400 [======================>.......] - ETA: 49s - loss: 0.1064 - dice_coefficient: 0.9538 Epoch 26: loss did not improve from 0.01867 315/400 [======================>.......] - ETA: 49s - loss: 0.1062 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 316/400 [======================>.......] - ETA: 48s - loss: 0.1059 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 317/400 [======================>.......] - ETA: 48s - loss: 0.1060 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 318/400 [======================>.......] - ETA: 47s - loss: 0.1057 - dice_coefficient: 0.9538 Epoch 26: loss did not improve from 0.01867 319/400 [======================>.......] - ETA: 46s - loss: 0.1058 - dice_coefficient: 0.9536 Epoch 26: loss did not improve from 0.01867 320/400 [=======================>......] - ETA: 46s - loss: 0.1055 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 321/400 [=======================>......] - ETA: 45s - loss: 0.1058 - dice_coefficient: 0.9533 Epoch 26: loss did not improve from 0.01867 322/400 [=======================>......] - ETA: 45s - loss: 0.1056 - dice_coefficient: 0.9534 Epoch 26: loss did not improve from 0.01867 323/400 [=======================>......] - ETA: 44s - loss: 0.1053 - dice_coefficient: 0.9535 Epoch 26: loss did not improve from 0.01867 324/400 [=======================>......] - ETA: 44s - loss: 0.1051 - dice_coefficient: 0.9536 Epoch 26: loss did not improve from 0.01867 325/400 [=======================>......] - ETA: 43s - loss: 0.1049 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 326/400 [=======================>......] - ETA: 42s - loss: 0.1046 - dice_coefficient: 0.9538 Epoch 26: loss did not improve from 0.01867 327/400 [=======================>......] - ETA: 42s - loss: 0.1043 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 328/400 [=======================>......] - ETA: 41s - loss: 0.1043 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 329/400 [=======================>......] - ETA: 41s - loss: 0.1049 - dice_coefficient: 0.9531 Epoch 26: loss did not improve from 0.01867 330/400 [=======================>......] - ETA: 40s - loss: 0.1047 - dice_coefficient: 0.9532 Epoch 26: loss did not improve from 0.01867 331/400 [=======================>......] - ETA: 40s - loss: 0.1045 - dice_coefficient: 0.9532 Epoch 26: loss did not improve from 0.01867 332/400 [=======================>......] - ETA: 39s - loss: 0.1042 - dice_coefficient: 0.9533 Epoch 26: loss did not improve from 0.01867 333/400 [=======================>......] - ETA: 38s - loss: 0.1040 - dice_coefficient: 0.9533 Epoch 26: loss did not improve from 0.01867 334/400 [========================>.....] - ETA: 38s - loss: 0.1038 - dice_coefficient: 0.9534 Epoch 26: loss did not improve from 0.01867 335/400 [========================>.....] - ETA: 37s - loss: 0.1036 - dice_coefficient: 0.9534 Epoch 26: loss did not improve from 0.01867 336/400 [========================>.....] - ETA: 37s - loss: 0.1034 - dice_coefficient: 0.9535 Epoch 26: loss did not improve from 0.01867 337/400 [========================>.....] - ETA: 36s - loss: 0.1031 - dice_coefficient: 0.9536 Epoch 26: loss did not improve from 0.01867 338/400 [========================>.....] - ETA: 36s - loss: 0.1029 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 339/400 [========================>.....] - ETA: 35s - loss: 0.1026 - dice_coefficient: 0.9538 Epoch 26: loss did not improve from 0.01867 340/400 [========================>.....] - ETA: 34s - loss: 0.1024 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 341/400 [========================>.....] - ETA: 34s - loss: 0.1024 - dice_coefficient: 0.9538 Epoch 26: loss did not improve from 0.01867 342/400 [========================>.....] - ETA: 33s - loss: 0.1023 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 343/400 [========================>.....] - ETA: 33s - loss: 0.1021 - dice_coefficient: 0.9538 Epoch 26: loss did not improve from 0.01867 344/400 [========================>.....] - ETA: 32s - loss: 0.1019 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 345/400 [========================>.....] - ETA: 31s - loss: 0.1016 - dice_coefficient: 0.9540 Epoch 26: loss did not improve from 0.01867 346/400 [========================>.....] - ETA: 31s - loss: 0.1014 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 347/400 [=========================>....] - ETA: 30s - loss: 0.1014 - dice_coefficient: 0.9540 Epoch 26: loss did not improve from 0.01867 348/400 [=========================>....] - ETA: 30s - loss: 0.1011 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 349/400 [=========================>....] - ETA: 29s - loss: 0.1009 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 350/400 [=========================>....] - ETA: 29s - loss: 0.1008 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 351/400 [=========================>....] - ETA: 28s - loss: 0.1006 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 352/400 [=========================>....] - ETA: 27s - loss: 0.1006 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 353/400 [=========================>....] - ETA: 27s - loss: 0.1003 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 354/400 [=========================>....] - ETA: 26s - loss: 0.1001 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 355/400 [=========================>....] - ETA: 26s - loss: 0.1000 - dice_coefficient: 0.9543 Epoch 26: loss did not improve from 0.01867 356/400 [=========================>....] - ETA: 25s - loss: 0.1002 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 357/400 [=========================>....] - ETA: 24s - loss: 0.1000 - dice_coefficient: 0.9540 Epoch 26: loss did not improve from 0.01867 358/400 [=========================>....] - ETA: 24s - loss: 0.0998 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 359/400 [=========================>....] - ETA: 23s - loss: 0.0997 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 360/400 [==========================>...] - ETA: 23s - loss: 0.0995 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 361/400 [==========================>...] - ETA: 22s - loss: 0.0992 - dice_coefficient: 0.9543 Epoch 26: loss did not improve from 0.01867 362/400 [==========================>...] - ETA: 22s - loss: 0.0990 - dice_coefficient: 0.9543 Epoch 26: loss did not improve from 0.01867 363/400 [==========================>...] - ETA: 21s - loss: 0.0994 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 364/400 [==========================>...] - ETA: 20s - loss: 0.0995 - dice_coefficient: 0.9537 Epoch 26: loss did not improve from 0.01867 365/400 [==========================>...] - ETA: 20s - loss: 0.0993 - dice_coefficient: 0.9538 Epoch 26: loss did not improve from 0.01867 366/400 [==========================>...] - ETA: 19s - loss: 0.0990 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 367/400 [==========================>...] - ETA: 19s - loss: 0.0989 - dice_coefficient: 0.9539 Epoch 26: loss did not improve from 0.01867 368/400 [==========================>...] - ETA: 18s - loss: 0.0987 - dice_coefficient: 0.9540 Epoch 26: loss did not improve from 0.01867 369/400 [==========================>...] - ETA: 18s - loss: 0.0985 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 370/400 [==========================>...] - ETA: 17s - loss: 0.0984 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 371/400 [==========================>...] - ETA: 16s - loss: 0.0981 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 372/400 [==========================>...] - ETA: 16s - loss: 0.0980 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 373/400 [==========================>...] - ETA: 15s - loss: 0.0977 - dice_coefficient: 0.9543 Epoch 26: loss did not improve from 0.01867 374/400 [===========================>..] - ETA: 15s - loss: 0.0976 - dice_coefficient: 0.9543 Epoch 26: loss did not improve from 0.01867 375/400 [===========================>..] - ETA: 14s - loss: 0.0978 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 376/400 [===========================>..] - ETA: 13s - loss: 0.0976 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 377/400 [===========================>..] - ETA: 13s - loss: 0.0975 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 378/400 [===========================>..] - ETA: 12s - loss: 0.0973 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 379/400 [===========================>..] - ETA: 12s - loss: 0.0975 - dice_coefficient: 0.9540 Epoch 26: loss did not improve from 0.01867 380/400 [===========================>..] - ETA: 11s - loss: 0.0973 - dice_coefficient: 0.9541 Epoch 26: loss did not improve from 0.01867 381/400 [===========================>..] - ETA: 11s - loss: 0.0971 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 382/400 [===========================>..] - ETA: 10s - loss: 0.0970 - dice_coefficient: 0.9542 Epoch 26: loss did not improve from 0.01867 383/400 [===========================>..] - ETA: 9s - loss: 0.0968 - dice_coefficient: 0.9543 Epoch 26: loss did not improve from 0.01867 384/400 [===========================>..] - ETA: 9s - loss: 0.0966 - dice_coefficient: 0.9543 Epoch 26: loss did not improve from 0.01867 385/400 [===========================>..] - ETA: 8s - loss: 0.0964 - dice_coefficient: 0.9544 Epoch 26: loss did not improve from 0.01867 386/400 [===========================>..] - ETA: 8s - loss: 0.0962 - dice_coefficient: 0.9545 Epoch 26: loss did not improve from 0.01867 387/400 [============================>.] - ETA: 7s - loss: 0.0960 - dice_coefficient: 0.9546 Epoch 26: loss did not improve from 0.01867 388/400 [============================>.] - ETA: 6s - loss: 0.0958 - dice_coefficient: 0.9546 Epoch 26: loss did not improve from 0.01867 389/400 [============================>.] - ETA: 6s - loss: 0.0956 - dice_coefficient: 0.9547 Epoch 26: loss did not improve from 0.01867 390/400 [============================>.] - ETA: 5s - loss: 0.0954 - dice_coefficient: 0.9548 Epoch 26: loss did not improve from 0.01867 391/400 [============================>.] - ETA: 5s - loss: 0.0952 - dice_coefficient: 0.9549 Epoch 26: loss did not improve from 0.01867 392/400 [============================>.] - ETA: 4s - loss: 0.0951 - dice_coefficient: 0.9549 Epoch 26: loss did not improve from 0.01867 393/400 [============================>.] - ETA: 4s - loss: 0.0949 - dice_coefficient: 0.9550 Epoch 26: loss did not improve from 0.01867 394/400 [============================>.] - ETA: 3s - loss: 0.0947 - dice_coefficient: 0.9551 Epoch 26: loss did not improve from 0.01867 395/400 [============================>.] - ETA: 2s - loss: 0.0945 - dice_coefficient: 0.9551 Epoch 26: loss did not improve from 0.01867 396/400 [============================>.] - ETA: 2s - loss: 0.0944 - dice_coefficient: 0.9552 Epoch 26: loss did not improve from 0.01867 397/400 [============================>.] - ETA: 1s - loss: 0.0942 - dice_coefficient: 0.9552 Epoch 26: loss did not improve from 0.01867 398/400 [============================>.] - ETA: 1s - loss: 0.0941 - dice_coefficient: 0.9553 Epoch 26: loss did not improve from 0.01867 399/400 [============================>.] - ETA: 0s - loss: 0.0939 - dice_coefficient: 0.9553 Epoch 26: loss did not improve from 0.01867 400/400 [==============================] - 233s 583ms/step - loss: 0.0938 - dice_coefficient: 0.9553 - val_loss: 0.7143 - val_dice_coefficient: 0.6671 - lr: 1.0000e-06 Epoch 27/30 Epoch 27: loss did not improve from 0.01867 1/400 [..............................] - ETA: 3:48 - loss: 0.2538 - dice_coefficient: 0.7876 Epoch 27: loss did not improve from 0.01867 2/400 [..............................] - ETA: 3:44 - loss: 0.1341 - dice_coefficient: 0.8879 Epoch 27: loss did not improve from 0.01867 3/400 [..............................] - ETA: 3:46 - loss: 0.1016 - dice_coefficient: 0.9171 Epoch 27: loss did not improve from 0.01867 4/400 [..............................] - ETA: 3:46 - loss: 0.0800 - dice_coefficient: 0.9348 Epoch 27: loss did not improve from 0.01867 5/400 [..............................] - ETA: 3:45 - loss: 0.0863 - dice_coefficient: 0.9385 Epoch 27: loss did not improve from 0.01867 6/400 [..............................] - ETA: 3:44 - loss: 0.0838 - dice_coefficient: 0.9380 Epoch 27: loss did not improve from 0.01867 7/400 [..............................] - ETA: 3:43 - loss: 0.0756 - dice_coefficient: 0.9442 Epoch 27: loss did not improve from 0.01867 8/400 [..............................] - ETA: 3:43 - loss: 0.0682 - dice_coefficient: 0.9495 Epoch 27: loss did not improve from 0.01867 9/400 [..............................] - ETA: 3:43 - loss: 0.0664 - dice_coefficient: 0.9497 Epoch 27: loss did not improve from 0.01867 10/400 [..............................] - ETA: 3:42 - loss: 0.0960 - dice_coefficient: 0.9257 Epoch 27: loss did not improve from 0.01867 11/400 [..............................] - ETA: 3:41 - loss: 0.0890 - dice_coefficient: 0.9311 Epoch 27: loss did not improve from 0.01867 12/400 [..............................] - ETA: 3:41 - loss: 0.0830 - dice_coefficient: 0.9357 Epoch 27: loss did not improve from 0.01867 13/400 [..............................] - ETA: 3:41 - loss: 0.0800 - dice_coefficient: 0.9378 Epoch 27: loss did not improve from 0.01867 14/400 [>.............................] - ETA: 3:40 - loss: 0.0762 - dice_coefficient: 0.9407 Epoch 27: loss did not improve from 0.01867 15/400 [>.............................] - ETA: 3:39 - loss: 0.0904 - dice_coefficient: 0.9282 Epoch 27: loss did not improve from 0.01867 16/400 [>.............................] - ETA: 3:39 - loss: 0.0855 - dice_coefficient: 0.9321 Epoch 27: loss did not improve from 0.01867 17/400 [>.............................] - ETA: 3:39 - loss: 0.0825 - dice_coefficient: 0.9351 Epoch 27: loss did not improve from 0.01867 18/400 [>.............................] - ETA: 3:39 - loss: 0.0818 - dice_coefficient: 0.9364 Epoch 27: loss did not improve from 0.01867 19/400 [>.............................] - ETA: 3:39 - loss: 0.0801 - dice_coefficient: 0.9376 Epoch 27: loss did not improve from 0.01867 20/400 [>.............................] - ETA: 3:39 - loss: 0.0821 - dice_coefficient: 0.9357 Epoch 27: loss did not improve from 0.01867 21/400 [>.............................] - ETA: 3:39 - loss: 0.0792 - dice_coefficient: 0.9381 Epoch 27: loss did not improve from 0.01867 22/400 [>.............................] - ETA: 3:39 - loss: 0.0766 - dice_coefficient: 0.9401 Epoch 27: loss did not improve from 0.01867 23/400 [>.............................] - ETA: 3:39 - loss: 0.0740 - dice_coefficient: 0.9420 Epoch 27: loss did not improve from 0.01867 24/400 [>.............................] - ETA: 3:39 - loss: 0.0725 - dice_coefficient: 0.9435 Epoch 27: loss did not improve from 0.01867 25/400 [>.............................] - ETA: 3:39 - loss: 0.0760 - dice_coefficient: 0.9400 Epoch 27: loss did not improve from 0.01867 26/400 [>.............................] - ETA: 3:39 - loss: 0.0752 - dice_coefficient: 0.9413 Epoch 27: loss did not improve from 0.01867 27/400 [=>............................] - ETA: 3:38 - loss: 0.0728 - dice_coefficient: 0.9432 Epoch 27: loss did not improve from 0.01867 28/400 [=>............................] - ETA: 3:38 - loss: 0.0812 - dice_coefficient: 0.9372 Epoch 27: loss did not improve from 0.01867 29/400 [=>............................] - ETA: 3:38 - loss: 0.0792 - dice_coefficient: 0.9389 Epoch 27: loss did not improve from 0.01867 30/400 [=>............................] - ETA: 3:37 - loss: 0.0781 - dice_coefficient: 0.9399 Epoch 27: loss did not improve from 0.01867 31/400 [=>............................] - ETA: 3:37 - loss: 0.0759 - dice_coefficient: 0.9415 Epoch 27: loss did not improve from 0.01867 32/400 [=>............................] - ETA: 3:36 - loss: 0.0738 - dice_coefficient: 0.9432 Epoch 27: loss did not improve from 0.01867 33/400 [=>............................] - ETA: 3:35 - loss: 0.0811 - dice_coefficient: 0.9369 Epoch 27: loss did not improve from 0.01867 34/400 [=>............................] - ETA: 3:35 - loss: 0.0810 - dice_coefficient: 0.9368 Epoch 27: loss did not improve from 0.01867 35/400 [=>............................] - ETA: 3:35 - loss: 0.0797 - dice_coefficient: 0.9378 Epoch 27: loss did not improve from 0.01867 36/400 [=>............................] - ETA: 3:34 - loss: 0.0788 - dice_coefficient: 0.9384 Epoch 27: loss did not improve from 0.01867 37/400 [=>............................] - ETA: 3:33 - loss: 0.0770 - dice_coefficient: 0.9399 Epoch 27: loss did not improve from 0.01867 38/400 [=>............................] - ETA: 3:33 - loss: 0.0758 - dice_coefficient: 0.9408 Epoch 27: loss did not improve from 0.01867 39/400 [=>............................] - ETA: 3:32 - loss: 0.0764 - dice_coefficient: 0.9402 Epoch 27: loss did not improve from 0.01867 40/400 [==>...........................] - ETA: 3:31 - loss: 0.0826 - dice_coefficient: 0.9353 Epoch 27: loss did not improve from 0.01867 41/400 [==>...........................] - ETA: 3:30 - loss: 0.0808 - dice_coefficient: 0.9368 Epoch 27: loss did not improve from 0.01867 42/400 [==>...........................] - ETA: 3:30 - loss: 0.0804 - dice_coefficient: 0.9374 Epoch 27: loss did not improve from 0.01867 43/400 [==>...........................] - ETA: 3:29 - loss: 0.0790 - dice_coefficient: 0.9386 Epoch 27: loss did not improve from 0.01867 44/400 [==>...........................] - ETA: 3:28 - loss: 0.0798 - dice_coefficient: 0.9380 Epoch 27: loss did not improve from 0.01867 45/400 [==>...........................] - ETA: 3:28 - loss: 0.0783 - dice_coefficient: 0.9392 Epoch 27: loss did not improve from 0.01867 46/400 [==>...........................] - ETA: 3:27 - loss: 0.0777 - dice_coefficient: 0.9395 Epoch 27: loss did not improve from 0.01867 47/400 [==>...........................] - ETA: 3:26 - loss: 0.0774 - dice_coefficient: 0.9396 Epoch 27: loss did not improve from 0.01867 48/400 [==>...........................] - ETA: 3:26 - loss: 0.0772 - dice_coefficient: 0.9396 Epoch 27: loss did not improve from 0.01867 49/400 [==>...........................] - ETA: 3:25 - loss: 0.0758 - dice_coefficient: 0.9406 Epoch 27: loss did not improve from 0.01867 50/400 [==>...........................] - ETA: 3:24 - loss: 0.0758 - dice_coefficient: 0.9405 Epoch 27: loss did not improve from 0.01867 51/400 [==>...........................] - ETA: 3:24 - loss: 0.0752 - dice_coefficient: 0.9413 Epoch 27: loss did not improve from 0.01867 52/400 [==>...........................] - ETA: 3:23 - loss: 0.0744 - dice_coefficient: 0.9419 Epoch 27: loss did not improve from 0.01867 53/400 [==>...........................] - ETA: 3:22 - loss: 0.0740 - dice_coefficient: 0.9421 Epoch 27: loss did not improve from 0.01867 54/400 [===>..........................] - ETA: 3:22 - loss: 0.0754 - dice_coefficient: 0.9420 Epoch 27: loss did not improve from 0.01867 55/400 [===>..........................] - ETA: 3:21 - loss: 0.0741 - dice_coefficient: 0.9429 Epoch 27: loss did not improve from 0.01867 56/400 [===>..........................] - ETA: 3:20 - loss: 0.0729 - dice_coefficient: 0.9439 Epoch 27: loss did not improve from 0.01867 57/400 [===>..........................] - ETA: 3:20 - loss: 0.0719 - dice_coefficient: 0.9447 Epoch 27: loss did not improve from 0.01867 58/400 [===>..........................] - ETA: 3:19 - loss: 0.0710 - dice_coefficient: 0.9453 Epoch 27: loss did not improve from 0.01867 59/400 [===>..........................] - ETA: 3:18 - loss: 0.0702 - dice_coefficient: 0.9459 Epoch 27: loss did not improve from 0.01867 60/400 [===>..........................] - ETA: 3:18 - loss: 0.0702 - dice_coefficient: 0.9459 Epoch 27: loss did not improve from 0.01867 61/400 [===>..........................] - ETA: 3:17 - loss: 0.0693 - dice_coefficient: 0.9466 Epoch 27: loss did not improve from 0.01867 62/400 [===>..........................] - ETA: 3:16 - loss: 0.0694 - dice_coefficient: 0.9468 Epoch 27: loss did not improve from 0.01867 63/400 [===>..........................] - ETA: 3:16 - loss: 0.0685 - dice_coefficient: 0.9475 Epoch 27: loss did not improve from 0.01867 64/400 [===>..........................] - ETA: 3:15 - loss: 0.0679 - dice_coefficient: 0.9479 Epoch 27: loss did not improve from 0.01867 65/400 [===>..........................] - ETA: 3:14 - loss: 0.0671 - dice_coefficient: 0.9485 Epoch 27: loss did not improve from 0.01867 66/400 [===>..........................] - ETA: 3:14 - loss: 0.0665 - dice_coefficient: 0.9491 Epoch 27: loss did not improve from 0.01867 67/400 [====>.........................] - ETA: 3:13 - loss: 0.0660 - dice_coefficient: 0.9495 Epoch 27: loss did not improve from 0.01867 68/400 [====>.........................] - ETA: 3:13 - loss: 0.0652 - dice_coefficient: 0.9501 Epoch 27: loss did not improve from 0.01867 69/400 [====>.........................] - ETA: 3:12 - loss: 0.0741 - dice_coefficient: 0.9439 Epoch 27: loss did not improve from 0.01867 70/400 [====>.........................] - ETA: 3:11 - loss: 0.0732 - dice_coefficient: 0.9446 Epoch 27: loss did not improve from 0.01867 71/400 [====>.........................] - ETA: 3:11 - loss: 0.0724 - dice_coefficient: 0.9453 Epoch 27: loss did not improve from 0.01867 72/400 [====>.........................] - ETA: 3:10 - loss: 0.0717 - dice_coefficient: 0.9458 Epoch 27: loss did not improve from 0.01867 73/400 [====>.........................] - ETA: 3:10 - loss: 0.0712 - dice_coefficient: 0.9462 Epoch 27: loss did not improve from 0.01867 74/400 [====>.........................] - ETA: 3:09 - loss: 0.0756 - dice_coefficient: 0.9426 Epoch 27: loss did not improve from 0.01867 75/400 [====>.........................] - ETA: 3:08 - loss: 0.0749 - dice_coefficient: 0.9431 Epoch 27: loss did not improve from 0.01867 76/400 [====>.........................] - ETA: 3:08 - loss: 0.0743 - dice_coefficient: 0.9436 Epoch 27: loss did not improve from 0.01867 77/400 [====>.........................] - ETA: 3:07 - loss: 0.0738 - dice_coefficient: 0.9439 Epoch 27: loss did not improve from 0.01867 78/400 [====>.........................] - ETA: 3:06 - loss: 0.0730 - dice_coefficient: 0.9445 Epoch 27: loss did not improve from 0.01867 79/400 [====>.........................] - ETA: 3:06 - loss: 0.0723 - dice_coefficient: 0.9450 Epoch 27: loss did not improve from 0.01867 80/400 [=====>........................] - ETA: 3:05 - loss: 0.0716 - dice_coefficient: 0.9455 Epoch 27: loss did not improve from 0.01867 81/400 [=====>........................] - ETA: 3:05 - loss: 0.0708 - dice_coefficient: 0.9461 Epoch 27: loss did not improve from 0.01867 82/400 [=====>........................] - ETA: 3:04 - loss: 0.0704 - dice_coefficient: 0.9466 Epoch 27: loss did not improve from 0.01867 83/400 [=====>........................] - ETA: 3:03 - loss: 0.0699 - dice_coefficient: 0.9469 Epoch 27: loss did not improve from 0.01867 84/400 [=====>........................] - ETA: 3:03 - loss: 0.0693 - dice_coefficient: 0.9474 Epoch 27: loss did not improve from 0.01867 85/400 [=====>........................] - ETA: 3:02 - loss: 0.0687 - dice_coefficient: 0.9478 Epoch 27: loss did not improve from 0.01867 86/400 [=====>........................] - ETA: 3:02 - loss: 0.0685 - dice_coefficient: 0.9478 Epoch 27: loss did not improve from 0.01867 87/400 [=====>........................] - ETA: 3:01 - loss: 0.0680 - dice_coefficient: 0.9482 Epoch 27: loss did not improve from 0.01867 88/400 [=====>........................] - ETA: 3:00 - loss: 0.0677 - dice_coefficient: 0.9484 Epoch 27: loss did not improve from 0.01867 89/400 [=====>........................] - ETA: 3:00 - loss: 0.0675 - dice_coefficient: 0.9488 Epoch 27: loss did not improve from 0.01867 90/400 [=====>........................] - ETA: 2:59 - loss: 0.0701 - dice_coefficient: 0.9468 Epoch 27: loss did not improve from 0.01867 91/400 [=====>........................] - ETA: 2:59 - loss: 0.0701 - dice_coefficient: 0.9467 Epoch 27: loss did not improve from 0.01867 92/400 [=====>........................] - ETA: 2:58 - loss: 0.0711 - dice_coefficient: 0.9458 Epoch 27: loss did not improve from 0.01867 93/400 [=====>........................] - ETA: 2:57 - loss: 0.0704 - dice_coefficient: 0.9463 Epoch 27: loss did not improve from 0.01867 94/400 [======>.......................] - ETA: 2:57 - loss: 0.0700 - dice_coefficient: 0.9467 Epoch 27: loss did not improve from 0.01867 95/400 [======>.......................] - ETA: 2:56 - loss: 0.0697 - dice_coefficient: 0.9468 Epoch 27: loss did not improve from 0.01867 96/400 [======>.......................] - ETA: 2:56 - loss: 0.0694 - dice_coefficient: 0.9470 Epoch 27: loss did not improve from 0.01867 97/400 [======>.......................] - ETA: 2:55 - loss: 0.0688 - dice_coefficient: 0.9474 Epoch 27: loss did not improve from 0.01867 98/400 [======>.......................] - ETA: 2:54 - loss: 0.0691 - dice_coefficient: 0.9470 Epoch 27: loss did not improve from 0.01867 99/400 [======>.......................] - ETA: 2:54 - loss: 0.0687 - dice_coefficient: 0.9473 Epoch 27: loss did not improve from 0.01867 100/400 [======>.......................] - ETA: 2:53 - loss: 0.0684 - dice_coefficient: 0.9475 Epoch 27: loss did not improve from 0.01867 101/400 [======>.......................] - ETA: 2:53 - loss: 0.0695 - dice_coefficient: 0.9467 Epoch 27: loss did not improve from 0.01867 102/400 [======>.......................] - ETA: 2:52 - loss: 0.0694 - dice_coefficient: 0.9467 Epoch 27: loss did not improve from 0.01867 103/400 [======>.......................] - ETA: 2:51 - loss: 0.0691 - dice_coefficient: 0.9470 Epoch 27: loss did not improve from 0.01867 104/400 [======>.......................] - ETA: 2:51 - loss: 0.0688 - dice_coefficient: 0.9472 Epoch 27: loss did not improve from 0.01867 105/400 [======>.......................] - ETA: 2:50 - loss: 0.0686 - dice_coefficient: 0.9473 Epoch 27: loss did not improve from 0.01867 106/400 [======>.......................] - ETA: 2:50 - loss: 0.0681 - dice_coefficient: 0.9477 Epoch 27: loss did not improve from 0.01867 107/400 [=======>......................] - ETA: 2:49 - loss: 0.0710 - dice_coefficient: 0.9453 Epoch 27: loss did not improve from 0.01867 108/400 [=======>......................] - ETA: 2:48 - loss: 0.0708 - dice_coefficient: 0.9454 Epoch 27: loss did not improve from 0.01867 109/400 [=======>......................] - ETA: 2:48 - loss: 0.0702 - dice_coefficient: 0.9459 Epoch 27: loss did not improve from 0.01867 110/400 [=======>......................] - ETA: 2:47 - loss: 0.0699 - dice_coefficient: 0.9461 Epoch 27: loss did not improve from 0.01867 111/400 [=======>......................] - ETA: 2:47 - loss: 0.0701 - dice_coefficient: 0.9461 Epoch 27: loss did not improve from 0.01867 112/400 [=======>......................] - ETA: 2:46 - loss: 0.0698 - dice_coefficient: 0.9462 Epoch 27: loss did not improve from 0.01867 113/400 [=======>......................] - ETA: 2:45 - loss: 0.0694 - dice_coefficient: 0.9465 Epoch 27: loss did not improve from 0.01867 114/400 [=======>......................] - ETA: 2:45 - loss: 0.0697 - dice_coefficient: 0.9462 Epoch 27: loss did not improve from 0.01867 115/400 [=======>......................] - ETA: 2:44 - loss: 0.0692 - dice_coefficient: 0.9466 Epoch 27: loss did not improve from 0.01867 116/400 [=======>......................] - ETA: 2:44 - loss: 0.0686 - dice_coefficient: 0.9470 Epoch 27: loss did not improve from 0.01867 117/400 [=======>......................] - ETA: 2:43 - loss: 0.0683 - dice_coefficient: 0.9473 Epoch 27: loss did not improve from 0.01867 118/400 [=======>......................] - ETA: 2:42 - loss: 0.0681 - dice_coefficient: 0.9476 Epoch 27: loss did not improve from 0.01867 119/400 [=======>......................] - ETA: 2:42 - loss: 0.0677 - dice_coefficient: 0.9479 Epoch 27: loss did not improve from 0.01867 120/400 [========>.....................] - ETA: 2:41 - loss: 0.0672 - dice_coefficient: 0.9482 Epoch 27: loss did not improve from 0.01867 121/400 [========>.....................] - ETA: 2:41 - loss: 0.0668 - dice_coefficient: 0.9485 Epoch 27: loss did not improve from 0.01867 122/400 [========>.....................] - ETA: 2:40 - loss: 0.0669 - dice_coefficient: 0.9484 Epoch 27: loss did not improve from 0.01867 123/400 [========>.....................] - ETA: 2:40 - loss: 0.0666 - dice_coefficient: 0.9485 Epoch 27: loss did not improve from 0.01867 124/400 [========>.....................] - ETA: 2:39 - loss: 0.0673 - dice_coefficient: 0.9479 Epoch 27: loss did not improve from 0.01867 125/400 [========>.....................] - ETA: 2:38 - loss: 0.0671 - dice_coefficient: 0.9481 Epoch 27: loss did not improve from 0.01867 126/400 [========>.....................] - ETA: 2:38 - loss: 0.0666 - dice_coefficient: 0.9484 Epoch 27: loss did not improve from 0.01867 127/400 [========>.....................] - ETA: 2:37 - loss: 0.0662 - dice_coefficient: 0.9487 Epoch 27: loss did not improve from 0.01867 128/400 [========>.....................] - ETA: 2:37 - loss: 0.0661 - dice_coefficient: 0.9488 Epoch 27: loss did not improve from 0.01867 129/400 [========>.....................] - ETA: 2:36 - loss: 0.0658 - dice_coefficient: 0.9491 Epoch 27: loss did not improve from 0.01867 130/400 [========>.....................] - ETA: 2:35 - loss: 0.0658 - dice_coefficient: 0.9490 Epoch 27: loss did not improve from 0.01867 131/400 [========>.....................] - ETA: 2:35 - loss: 0.0656 - dice_coefficient: 0.9493 Epoch 27: loss did not improve from 0.01867 132/400 [========>.....................] - ETA: 2:34 - loss: 0.0652 - dice_coefficient: 0.9496 Epoch 27: loss did not improve from 0.01867 133/400 [========>.....................] - ETA: 2:34 - loss: 0.0650 - dice_coefficient: 0.9497 Epoch 27: loss did not improve from 0.01867 134/400 [=========>....................] - ETA: 2:33 - loss: 0.0646 - dice_coefficient: 0.9500 Epoch 27: loss did not improve from 0.01867 135/400 [=========>....................] - ETA: 2:33 - loss: 0.0644 - dice_coefficient: 0.9502 Epoch 27: loss did not improve from 0.01867 136/400 [=========>....................] - ETA: 2:32 - loss: 0.0642 - dice_coefficient: 0.9504 Epoch 27: loss did not improve from 0.01867 137/400 [=========>....................] - ETA: 2:31 - loss: 0.0638 - dice_coefficient: 0.9507 Epoch 27: loss did not improve from 0.01867 138/400 [=========>....................] - ETA: 2:31 - loss: 0.0637 - dice_coefficient: 0.9508 Epoch 27: loss did not improve from 0.01867 139/400 [=========>....................] - ETA: 2:30 - loss: 0.0633 - dice_coefficient: 0.9511 Epoch 27: loss did not improve from 0.01867 140/400 [=========>....................] - ETA: 2:30 - loss: 0.0630 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 141/400 [=========>....................] - ETA: 2:29 - loss: 0.0629 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 142/400 [=========>....................] - ETA: 2:28 - loss: 0.0626 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 143/400 [=========>....................] - ETA: 2:28 - loss: 0.0632 - dice_coefficient: 0.9510 Epoch 27: loss did not improve from 0.01867 144/400 [=========>....................] - ETA: 2:27 - loss: 0.0630 - dice_coefficient: 0.9512 Epoch 27: loss did not improve from 0.01867 145/400 [=========>....................] - ETA: 2:27 - loss: 0.0628 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 146/400 [=========>....................] - ETA: 2:26 - loss: 0.0627 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 147/400 [==========>...................] - ETA: 2:25 - loss: 0.0624 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 148/400 [==========>...................] - ETA: 2:25 - loss: 0.0622 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 149/400 [==========>...................] - ETA: 2:24 - loss: 0.0619 - dice_coefficient: 0.9520 Epoch 27: loss did not improve from 0.01867 150/400 [==========>...................] - ETA: 2:24 - loss: 0.0617 - dice_coefficient: 0.9521 Epoch 27: loss did not improve from 0.01867 151/400 [==========>...................] - ETA: 2:23 - loss: 0.0614 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 152/400 [==========>...................] - ETA: 2:23 - loss: 0.0612 - dice_coefficient: 0.9525 Epoch 27: loss did not improve from 0.01867 153/400 [==========>...................] - ETA: 2:22 - loss: 0.0638 - dice_coefficient: 0.9505 Epoch 27: loss did not improve from 0.01867 154/400 [==========>...................] - ETA: 2:21 - loss: 0.0639 - dice_coefficient: 0.9506 Epoch 27: loss did not improve from 0.01867 155/400 [==========>...................] - ETA: 2:21 - loss: 0.0667 - dice_coefficient: 0.9484 Epoch 27: loss did not improve from 0.01867 156/400 [==========>...................] - ETA: 2:20 - loss: 0.0664 - dice_coefficient: 0.9486 Epoch 27: loss did not improve from 0.01867 157/400 [==========>...................] - ETA: 2:20 - loss: 0.0663 - dice_coefficient: 0.9487 Epoch 27: loss did not improve from 0.01867 158/400 [==========>...................] - ETA: 2:19 - loss: 0.0661 - dice_coefficient: 0.9488 Epoch 27: loss did not improve from 0.01867 159/400 [==========>...................] - ETA: 2:19 - loss: 0.0659 - dice_coefficient: 0.9491 Epoch 27: loss did not improve from 0.01867 160/400 [===========>..................] - ETA: 2:18 - loss: 0.0663 - dice_coefficient: 0.9487 Epoch 27: loss did not improve from 0.01867 161/400 [===========>..................] - ETA: 2:17 - loss: 0.0660 - dice_coefficient: 0.9490 Epoch 27: loss did not improve from 0.01867 162/400 [===========>..................] - ETA: 2:17 - loss: 0.0656 - dice_coefficient: 0.9492 Epoch 27: loss did not improve from 0.01867 163/400 [===========>..................] - ETA: 2:16 - loss: 0.0653 - dice_coefficient: 0.9494 Epoch 27: loss did not improve from 0.01867 164/400 [===========>..................] - ETA: 2:16 - loss: 0.0651 - dice_coefficient: 0.9496 Epoch 27: loss did not improve from 0.01867 165/400 [===========>..................] - ETA: 2:15 - loss: 0.0648 - dice_coefficient: 0.9499 Epoch 27: loss did not improve from 0.01867 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0644 - dice_coefficient: 0.9501 Epoch 27: loss did not improve from 0.01867 167/400 [===========>..................] - ETA: 2:14 - loss: 0.0642 - dice_coefficient: 0.9503 Epoch 27: loss did not improve from 0.01867 168/400 [===========>..................] - ETA: 2:13 - loss: 0.0640 - dice_coefficient: 0.9505 Epoch 27: loss did not improve from 0.01867 169/400 [===========>..................] - ETA: 2:13 - loss: 0.0638 - dice_coefficient: 0.9507 Epoch 27: loss did not improve from 0.01867 170/400 [===========>..................] - ETA: 2:12 - loss: 0.0636 - dice_coefficient: 0.9509 Epoch 27: loss did not improve from 0.01867 171/400 [===========>..................] - ETA: 2:12 - loss: 0.0633 - dice_coefficient: 0.9511 Epoch 27: loss did not improve from 0.01867 172/400 [===========>..................] - ETA: 2:11 - loss: 0.0631 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 173/400 [===========>..................] - ETA: 2:10 - loss: 0.0629 - dice_coefficient: 0.9514 Epoch 27: loss did not improve from 0.01867 174/400 [============>.................] - ETA: 2:10 - loss: 0.0628 - dice_coefficient: 0.9514 Epoch 27: loss did not improve from 0.01867 175/400 [============>.................] - ETA: 2:09 - loss: 0.0626 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 176/400 [============>.................] - ETA: 2:09 - loss: 0.0625 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 177/400 [============>.................] - ETA: 2:08 - loss: 0.0623 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 178/400 [============>.................] - ETA: 2:07 - loss: 0.0622 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 179/400 [============>.................] - ETA: 2:07 - loss: 0.0632 - dice_coefficient: 0.9510 Epoch 27: loss did not improve from 0.01867 180/400 [============>.................] - ETA: 2:06 - loss: 0.0629 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 181/400 [============>.................] - ETA: 2:06 - loss: 0.0632 - dice_coefficient: 0.9510 Epoch 27: loss did not improve from 0.01867 182/400 [============>.................] - ETA: 2:05 - loss: 0.0629 - dice_coefficient: 0.9512 Epoch 27: loss did not improve from 0.01867 183/400 [============>.................] - ETA: 2:05 - loss: 0.0626 - dice_coefficient: 0.9515 Epoch 27: loss did not improve from 0.01867 184/400 [============>.................] - ETA: 2:04 - loss: 0.0626 - dice_coefficient: 0.9514 Epoch 27: loss did not improve from 0.01867 185/400 [============>.................] - ETA: 2:03 - loss: 0.0624 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 186/400 [============>.................] - ETA: 2:03 - loss: 0.0622 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 187/400 [=============>................] - ETA: 2:02 - loss: 0.0620 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 188/400 [=============>................] - ETA: 2:02 - loss: 0.0619 - dice_coefficient: 0.9520 Epoch 27: loss did not improve from 0.01867 189/400 [=============>................] - ETA: 2:01 - loss: 0.0616 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 190/400 [=============>................] - ETA: 2:00 - loss: 0.0616 - dice_coefficient: 0.9523 Epoch 27: loss did not improve from 0.01867 191/400 [=============>................] - ETA: 2:00 - loss: 0.0614 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 192/400 [=============>................] - ETA: 1:59 - loss: 0.0614 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 193/400 [=============>................] - ETA: 1:59 - loss: 0.0613 - dice_coefficient: 0.9525 Epoch 27: loss did not improve from 0.01867 194/400 [=============>................] - ETA: 1:58 - loss: 0.0611 - dice_coefficient: 0.9526 Epoch 27: loss did not improve from 0.01867 195/400 [=============>................] - ETA: 1:58 - loss: 0.0610 - dice_coefficient: 0.9527 Epoch 27: loss did not improve from 0.01867 196/400 [=============>................] - ETA: 1:57 - loss: 0.0617 - dice_coefficient: 0.9520 Epoch 27: loss did not improve from 0.01867 197/400 [=============>................] - ETA: 1:56 - loss: 0.0615 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 198/400 [=============>................] - ETA: 1:56 - loss: 0.0613 - dice_coefficient: 0.9523 Epoch 27: loss did not improve from 0.01867 199/400 [=============>................] - ETA: 1:55 - loss: 0.0615 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 200/400 [==============>...............] - ETA: 1:55 - loss: 0.0614 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 201/400 [==============>...............] - ETA: 1:54 - loss: 0.0620 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 202/400 [==============>...............] - ETA: 1:54 - loss: 0.0622 - dice_coefficient: 0.9514 Epoch 27: loss did not improve from 0.01867 203/400 [==============>...............] - ETA: 1:53 - loss: 0.0620 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 204/400 [==============>...............] - ETA: 1:52 - loss: 0.0622 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 205/400 [==============>...............] - ETA: 1:52 - loss: 0.0619 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 206/400 [==============>...............] - ETA: 1:51 - loss: 0.0618 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 207/400 [==============>...............] - ETA: 1:51 - loss: 0.0616 - dice_coefficient: 0.9518 Epoch 27: loss did not improve from 0.01867 208/400 [==============>...............] - ETA: 1:50 - loss: 0.0615 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 209/400 [==============>...............] - ETA: 1:50 - loss: 0.0613 - dice_coefficient: 0.9521 Epoch 27: loss did not improve from 0.01867 210/400 [==============>...............] - ETA: 1:49 - loss: 0.0611 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 211/400 [==============>...............] - ETA: 1:48 - loss: 0.0609 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 212/400 [==============>...............] - ETA: 1:48 - loss: 0.0608 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 213/400 [==============>...............] - ETA: 1:47 - loss: 0.0607 - dice_coefficient: 0.9526 Epoch 27: loss did not improve from 0.01867 214/400 [===============>..............] - ETA: 1:47 - loss: 0.0609 - dice_coefficient: 0.9523 Epoch 27: loss did not improve from 0.01867 215/400 [===============>..............] - ETA: 1:46 - loss: 0.0608 - dice_coefficient: 0.9525 Epoch 27: loss did not improve from 0.01867 216/400 [===============>..............] - ETA: 1:45 - loss: 0.0606 - dice_coefficient: 0.9526 Epoch 27: loss did not improve from 0.01867 217/400 [===============>..............] - ETA: 1:45 - loss: 0.0606 - dice_coefficient: 0.9526 Epoch 27: loss did not improve from 0.01867 218/400 [===============>..............] - ETA: 1:44 - loss: 0.0603 - dice_coefficient: 0.9528 Epoch 27: loss did not improve from 0.01867 219/400 [===============>..............] - ETA: 1:44 - loss: 0.0601 - dice_coefficient: 0.9530 Epoch 27: loss did not improve from 0.01867 220/400 [===============>..............] - ETA: 1:43 - loss: 0.0600 - dice_coefficient: 0.9530 Epoch 27: loss did not improve from 0.01867 221/400 [===============>..............] - ETA: 1:43 - loss: 0.0599 - dice_coefficient: 0.9532 Epoch 27: loss did not improve from 0.01867 222/400 [===============>..............] - ETA: 1:42 - loss: 0.0600 - dice_coefficient: 0.9531 Epoch 27: loss did not improve from 0.01867 223/400 [===============>..............] - ETA: 1:41 - loss: 0.0600 - dice_coefficient: 0.9531 Epoch 27: loss did not improve from 0.01867 224/400 [===============>..............] - ETA: 1:41 - loss: 0.0600 - dice_coefficient: 0.9531 Epoch 27: loss did not improve from 0.01867 225/400 [===============>..............] - ETA: 1:40 - loss: 0.0599 - dice_coefficient: 0.9531 Epoch 27: loss did not improve from 0.01867 226/400 [===============>..............] - ETA: 1:40 - loss: 0.0598 - dice_coefficient: 0.9532 Epoch 27: loss did not improve from 0.01867 227/400 [================>.............] - ETA: 1:39 - loss: 0.0617 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 228/400 [================>.............] - ETA: 1:39 - loss: 0.0615 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 229/400 [================>.............] - ETA: 1:38 - loss: 0.0613 - dice_coefficient: 0.9520 Epoch 27: loss did not improve from 0.01867 230/400 [================>.............] - ETA: 1:37 - loss: 0.0612 - dice_coefficient: 0.9521 Epoch 27: loss did not improve from 0.01867 231/400 [================>.............] - ETA: 1:37 - loss: 0.0615 - dice_coefficient: 0.9518 Epoch 27: loss did not improve from 0.01867 232/400 [================>.............] - ETA: 1:36 - loss: 0.0621 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 233/400 [================>.............] - ETA: 1:36 - loss: 0.0619 - dice_coefficient: 0.9514 Epoch 27: loss did not improve from 0.01867 234/400 [================>.............] - ETA: 1:35 - loss: 0.0617 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 235/400 [================>.............] - ETA: 1:34 - loss: 0.0615 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 236/400 [================>.............] - ETA: 1:34 - loss: 0.0618 - dice_coefficient: 0.9514 Epoch 27: loss did not improve from 0.01867 237/400 [================>.............] - 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dice_coefficient: 0.9506 Epoch 27: loss did not improve from 0.01867 245/400 [=================>............] - ETA: 1:29 - loss: 0.0624 - dice_coefficient: 0.9508 Epoch 27: loss did not improve from 0.01867 246/400 [=================>............] - ETA: 1:28 - loss: 0.0622 - dice_coefficient: 0.9509 Epoch 27: loss did not improve from 0.01867 247/400 [=================>............] - ETA: 1:28 - loss: 0.0620 - dice_coefficient: 0.9510 Epoch 27: loss did not improve from 0.01867 248/400 [=================>............] - ETA: 1:27 - loss: 0.0619 - dice_coefficient: 0.9512 Epoch 27: loss did not improve from 0.01867 249/400 [=================>............] - ETA: 1:26 - loss: 0.0619 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 250/400 [=================>............] - ETA: 1:26 - loss: 0.0624 - dice_coefficient: 0.9508 Epoch 27: loss did not improve from 0.01867 251/400 [=================>............] - ETA: 1:25 - loss: 0.0628 - dice_coefficient: 0.9503 Epoch 27: loss did not improve from 0.01867 252/400 [=================>............] - 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dice_coefficient: 0.9511 Epoch 27: loss did not improve from 0.01867 260/400 [==================>...........] - ETA: 1:20 - loss: 0.0618 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 261/400 [==================>...........] - ETA: 1:20 - loss: 0.0618 - dice_coefficient: 0.9512 Epoch 27: loss did not improve from 0.01867 262/400 [==================>...........] - ETA: 1:19 - loss: 0.0618 - dice_coefficient: 0.9512 Epoch 27: loss did not improve from 0.01867 263/400 [==================>...........] - ETA: 1:18 - loss: 0.0617 - dice_coefficient: 0.9513 Epoch 27: loss did not improve from 0.01867 264/400 [==================>...........] - ETA: 1:18 - loss: 0.0616 - dice_coefficient: 0.9515 Epoch 27: loss did not improve from 0.01867 265/400 [==================>...........] - ETA: 1:17 - loss: 0.0614 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 266/400 [==================>...........] - ETA: 1:17 - loss: 0.0612 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 267/400 [===================>..........] - 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dice_coefficient: 0.9514 Epoch 27: loss did not improve from 0.01867 275/400 [===================>..........] - ETA: 1:11 - loss: 0.0616 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 276/400 [===================>..........] - ETA: 1:11 - loss: 0.0615 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 277/400 [===================>..........] - ETA: 1:10 - loss: 0.0617 - dice_coefficient: 0.9515 Epoch 27: loss did not improve from 0.01867 278/400 [===================>..........] - ETA: 1:10 - loss: 0.0618 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 279/400 [===================>..........] - ETA: 1:09 - loss: 0.0628 - dice_coefficient: 0.9507 Epoch 27: loss did not improve from 0.01867 280/400 [====================>.........] - ETA: 1:09 - loss: 0.0626 - dice_coefficient: 0.9509 Epoch 27: loss did not improve from 0.01867 281/400 [====================>.........] - ETA: 1:08 - loss: 0.0625 - dice_coefficient: 0.9510 Epoch 27: loss did not improve from 0.01867 282/400 [====================>.........] - 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dice_coefficient: 0.9510 Epoch 27: loss did not improve from 0.01867 290/400 [====================>.........] - ETA: 1:03 - loss: 0.0633 - dice_coefficient: 0.9503 Epoch 27: loss did not improve from 0.01867 291/400 [====================>.........] - ETA: 1:02 - loss: 0.0632 - dice_coefficient: 0.9504 Epoch 27: loss did not improve from 0.01867 292/400 [====================>.........] - ETA: 1:02 - loss: 0.0631 - dice_coefficient: 0.9505 Epoch 27: loss did not improve from 0.01867 293/400 [====================>.........] - ETA: 1:01 - loss: 0.0629 - dice_coefficient: 0.9507 Epoch 27: loss did not improve from 0.01867 294/400 [=====================>........] - ETA: 1:00 - loss: 0.0628 - dice_coefficient: 0.9508 Epoch 27: loss did not improve from 0.01867 295/400 [=====================>........] - ETA: 1:00 - loss: 0.0629 - dice_coefficient: 0.9507 Epoch 27: loss did not improve from 0.01867 296/400 [=====================>........] - ETA: 59s - loss: 0.0627 - dice_coefficient: 0.9508 Epoch 27: loss did not improve from 0.01867 297/400 [=====================>........] - 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ETA: 54s - loss: 0.0626 - dice_coefficient: 0.9509 Epoch 27: loss did not improve from 0.01867 306/400 [=====================>........] - ETA: 54s - loss: 0.0625 - dice_coefficient: 0.9509 Epoch 27: loss did not improve from 0.01867 307/400 [======================>.......] - ETA: 53s - loss: 0.0624 - dice_coefficient: 0.9510 Epoch 27: loss did not improve from 0.01867 308/400 [======================>.......] - ETA: 52s - loss: 0.0623 - dice_coefficient: 0.9511 Epoch 27: loss did not improve from 0.01867 309/400 [======================>.......] - ETA: 52s - loss: 0.0622 - dice_coefficient: 0.9511 Epoch 27: loss did not improve from 0.01867 310/400 [======================>.......] - ETA: 51s - loss: 0.0621 - dice_coefficient: 0.9512 Epoch 27: loss did not improve from 0.01867 311/400 [======================>.......] - ETA: 51s - loss: 0.0624 - dice_coefficient: 0.9509 Epoch 27: loss did not improve from 0.01867 312/400 [======================>.......] - ETA: 50s - loss: 0.0623 - dice_coefficient: 0.9511 Epoch 27: loss did not improve from 0.01867 313/400 [======================>.......] - 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ETA: 40s - loss: 0.0611 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 330/400 [=======================>......] - ETA: 40s - loss: 0.0610 - dice_coefficient: 0.9520 Epoch 27: loss did not improve from 0.01867 331/400 [=======================>......] - ETA: 39s - loss: 0.0609 - dice_coefficient: 0.9521 Epoch 27: loss did not improve from 0.01867 332/400 [=======================>......] - ETA: 39s - loss: 0.0608 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 333/400 [=======================>......] - ETA: 38s - loss: 0.0610 - dice_coefficient: 0.9521 Epoch 27: loss did not improve from 0.01867 334/400 [========================>.....] - ETA: 37s - loss: 0.0608 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 335/400 [========================>.....] - ETA: 37s - loss: 0.0607 - dice_coefficient: 0.9523 Epoch 27: loss did not improve from 0.01867 336/400 [========================>.....] - ETA: 36s - loss: 0.0606 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 337/400 [========================>.....] - 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ETA: 22s - loss: 0.0613 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 362/400 [==========================>...] - ETA: 21s - loss: 0.0614 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 363/400 [==========================>...] - ETA: 21s - loss: 0.0614 - dice_coefficient: 0.9516 Epoch 27: loss did not improve from 0.01867 364/400 [==========================>...] - ETA: 20s - loss: 0.0613 - dice_coefficient: 0.9517 Epoch 27: loss did not improve from 0.01867 365/400 [==========================>...] - ETA: 20s - loss: 0.0611 - dice_coefficient: 0.9518 Epoch 27: loss did not improve from 0.01867 366/400 [==========================>...] - ETA: 19s - loss: 0.0610 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 367/400 [==========================>...] - ETA: 18s - loss: 0.0611 - dice_coefficient: 0.9518 Epoch 27: loss did not improve from 0.01867 368/400 [==========================>...] - ETA: 18s - loss: 0.0609 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 369/400 [==========================>...] - ETA: 17s - loss: 0.0609 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 370/400 [==========================>...] - ETA: 17s - loss: 0.0610 - dice_coefficient: 0.9519 Epoch 27: loss did not improve from 0.01867 371/400 [==========================>...] - ETA: 16s - loss: 0.0608 - dice_coefficient: 0.9520 Epoch 27: loss did not improve from 0.01867 372/400 [==========================>...] - ETA: 16s - loss: 0.0607 - dice_coefficient: 0.9521 Epoch 27: loss did not improve from 0.01867 373/400 [==========================>...] - ETA: 15s - loss: 0.0607 - dice_coefficient: 0.9521 Epoch 27: loss did not improve from 0.01867 374/400 [===========================>..] - ETA: 14s - loss: 0.0605 - dice_coefficient: 0.9522 Epoch 27: loss did not improve from 0.01867 375/400 [===========================>..] - ETA: 14s - loss: 0.0604 - dice_coefficient: 0.9523 Epoch 27: loss did not improve from 0.01867 376/400 [===========================>..] - ETA: 13s - loss: 0.0603 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 377/400 [===========================>..] - ETA: 13s - loss: 0.0603 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 378/400 [===========================>..] - ETA: 12s - loss: 0.0602 - dice_coefficient: 0.9525 Epoch 27: loss did not improve from 0.01867 379/400 [===========================>..] - ETA: 12s - loss: 0.0601 - dice_coefficient: 0.9526 Epoch 27: loss did not improve from 0.01867 380/400 [===========================>..] - ETA: 11s - loss: 0.0600 - dice_coefficient: 0.9526 Epoch 27: loss did not improve from 0.01867 381/400 [===========================>..] - ETA: 10s - loss: 0.0599 - dice_coefficient: 0.9527 Epoch 27: loss did not improve from 0.01867 382/400 [===========================>..] - ETA: 10s - loss: 0.0598 - dice_coefficient: 0.9528 Epoch 27: loss did not improve from 0.01867 383/400 [===========================>..] - ETA: 9s - loss: 0.0603 - dice_coefficient: 0.9524 Epoch 27: loss did not improve from 0.01867 384/400 [===========================>..] - ETA: 9s - loss: 0.1022 - dice_coefficient: 0.9499 Epoch 27: loss did not improve from 0.01867 385/400 [===========================>..] - ETA: 8s - loss: 0.1020 - dice_coefficient: 0.9500 Epoch 27: loss did not improve from 0.01867 386/400 [===========================>..] - ETA: 8s - loss: 0.1024 - dice_coefficient: 0.9496 Epoch 27: loss did not improve from 0.01867 387/400 [============================>.] - ETA: 7s - loss: 0.1023 - dice_coefficient: 0.9496 Epoch 27: loss did not improve from 0.01867 388/400 [============================>.] - ETA: 6s - loss: 0.1021 - dice_coefficient: 0.9497 Epoch 27: loss did not improve from 0.01867 389/400 [============================>.] - ETA: 6s - loss: 0.1018 - dice_coefficient: 0.9498 Epoch 27: loss did not improve from 0.01867 390/400 [============================>.] - ETA: 5s - loss: 0.1016 - dice_coefficient: 0.9499 Epoch 27: loss did not improve from 0.01867 391/400 [============================>.] - ETA: 5s - loss: 0.1014 - dice_coefficient: 0.9500 Epoch 27: loss did not improve from 0.01867 392/400 [============================>.] - ETA: 4s - loss: 0.1013 - dice_coefficient: 0.9500 Epoch 27: loss did not improve from 0.01867 393/400 [============================>.] - ETA: 4s - loss: 0.1011 - dice_coefficient: 0.9501 Epoch 27: loss did not improve from 0.01867 394/400 [============================>.] - ETA: 3s - loss: 0.1009 - dice_coefficient: 0.9501 Epoch 27: loss did not improve from 0.01867 395/400 [============================>.] - ETA: 2s - loss: 0.1008 - dice_coefficient: 0.9502 Epoch 27: loss did not improve from 0.01867 396/400 [============================>.] - ETA: 2s - loss: 0.1006 - dice_coefficient: 0.9503 Epoch 27: loss did not improve from 0.01867 397/400 [============================>.] - ETA: 1s - loss: 0.1004 - dice_coefficient: 0.9503 Epoch 27: loss did not improve from 0.01867 398/400 [============================>.] - ETA: 1s - loss: 0.1002 - dice_coefficient: 0.9504 Epoch 27: loss did not improve from 0.01867 399/400 [============================>.] - ETA: 0s - loss: 0.1000 - dice_coefficient: 0.9505 Epoch 27: loss did not improve from 0.01867 400/400 [==============================] - 232s 580ms/step - loss: 0.0999 - dice_coefficient: 0.9506 - val_loss: 0.7161 - val_dice_coefficient: 0.6655 - lr: 1.0000e-06 Epoch 28/30 Epoch 28: loss improved from 0.01867 to 0.01444, saving model to model-0.01.h5 1/400 [..............................] - ETA: 5:12 - loss: 0.0144 - dice_coefficient: 0.9895 Epoch 28: loss improved from 0.01444 to 0.01265, saving model to model-0.01.h5 2/400 [..............................] - ETA: 5:17 - loss: 0.0127 - dice_coefficient: 0.9908 Epoch 28: loss did not improve from 0.01265 3/400 [..............................] - ETA: 4:40 - loss: 0.0173 - dice_coefficient: 0.9864 Epoch 28: loss did not improve from 0.01265 4/400 [..............................] - ETA: 4:28 - loss: 0.0155 - dice_coefficient: 0.9875 Epoch 28: loss did not improve from 0.01265 5/400 [..............................] - ETA: 4:19 - loss: 0.0180 - dice_coefficient: 0.9859 Epoch 28: loss did not improve from 0.01265 6/400 [..............................] - ETA: 4:16 - loss: 0.0183 - dice_coefficient: 0.9861 Epoch 28: loss did not improve from 0.01265 7/400 [..............................] - ETA: 4:13 - loss: 0.0344 - dice_coefficient: 0.9716 Epoch 28: loss did not improve from 0.01265 8/400 [..............................] - ETA: 4:10 - loss: 0.0326 - dice_coefficient: 0.9732 Epoch 28: loss did not improve from 0.01265 9/400 [..............................] - ETA: 4:08 - loss: 0.0314 - dice_coefficient: 0.9744 Epoch 28: loss did not improve from 0.01265 10/400 [..............................] - ETA: 4:06 - loss: 0.0318 - dice_coefficient: 0.9739 Epoch 28: loss did not improve from 0.01265 11/400 [..............................] - ETA: 4:05 - loss: 0.0313 - dice_coefficient: 0.9750 Epoch 28: loss did not improve from 0.01265 12/400 [..............................] - ETA: 4:03 - loss: 0.0309 - dice_coefficient: 0.9751 Epoch 28: loss did not improve from 0.01265 13/400 [..............................] - ETA: 4:01 - loss: 0.0342 - dice_coefficient: 0.9719 Epoch 28: loss did not improve from 0.01265 14/400 [>.............................] - ETA: 3:59 - loss: 0.0328 - dice_coefficient: 0.9731 Epoch 28: loss did not improve from 0.01265 15/400 [>.............................] - ETA: 3:58 - loss: 0.0314 - dice_coefficient: 0.9742 Epoch 28: loss did not improve from 0.01265 16/400 [>.............................] - ETA: 3:57 - loss: 0.0305 - dice_coefficient: 0.9750 Epoch 28: loss did not improve from 0.01265 17/400 [>.............................] - ETA: 3:55 - loss: 0.0300 - dice_coefficient: 0.9752 Epoch 28: loss did not improve from 0.01265 18/400 [>.............................] - ETA: 3:54 - loss: 0.0302 - dice_coefficient: 0.9755 Epoch 28: loss did not improve from 0.01265 19/400 [>.............................] - ETA: 3:52 - loss: 0.0306 - dice_coefficient: 0.9757 Epoch 28: loss did not improve from 0.01265 20/400 [>.............................] - ETA: 3:51 - loss: 0.0297 - dice_coefficient: 0.9764 Epoch 28: loss did not improve from 0.01265 21/400 [>.............................] - ETA: 3:49 - loss: 0.0287 - dice_coefficient: 0.9773 Epoch 28: loss did not improve from 0.01265 22/400 [>.............................] - ETA: 3:48 - loss: 0.0278 - dice_coefficient: 0.9780 Epoch 28: loss did not improve from 0.01265 23/400 [>.............................] - ETA: 3:47 - loss: 0.0276 - dice_coefficient: 0.9781 Epoch 28: loss did not improve from 0.01265 24/400 [>.............................] - ETA: 3:46 - loss: 0.0279 - dice_coefficient: 0.9777 Epoch 28: loss did not improve from 0.01265 25/400 [>.............................] - ETA: 3:45 - loss: 0.0336 - dice_coefficient: 0.9726 Epoch 28: loss did not improve from 0.01265 26/400 [>.............................] - ETA: 3:44 - loss: 0.0611 - dice_coefficient: 0.9536 Epoch 28: loss did not improve from 0.01265 27/400 [=>............................] - ETA: 3:43 - loss: 0.0599 - dice_coefficient: 0.9546 Epoch 28: loss did not improve from 0.01265 28/400 [=>............................] - ETA: 3:42 - loss: 0.0583 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 29/400 [=>............................] - ETA: 3:41 - loss: 0.0570 - dice_coefficient: 0.9567 Epoch 28: loss did not improve from 0.01265 30/400 [=>............................] - ETA: 3:40 - loss: 0.0583 - dice_coefficient: 0.9552 Epoch 28: loss did not improve from 0.01265 31/400 [=>............................] - ETA: 3:39 - loss: 0.0582 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 32/400 [=>............................] - ETA: 3:38 - loss: 0.0567 - dice_coefficient: 0.9570 Epoch 28: loss did not improve from 0.01265 33/400 [=>............................] - ETA: 3:38 - loss: 0.0558 - dice_coefficient: 0.9575 Epoch 28: loss did not improve from 0.01265 34/400 [=>............................] - ETA: 3:37 - loss: 0.0547 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 35/400 [=>............................] - ETA: 3:36 - loss: 0.0560 - dice_coefficient: 0.9569 Epoch 28: loss did not improve from 0.01265 36/400 [=>............................] - ETA: 3:35 - loss: 0.0552 - dice_coefficient: 0.9577 Epoch 28: loss did not improve from 0.01265 37/400 [=>............................] - ETA: 3:34 - loss: 0.0547 - dice_coefficient: 0.9579 Epoch 28: loss did not improve from 0.01265 38/400 [=>............................] - ETA: 3:34 - loss: 0.0538 - dice_coefficient: 0.9586 Epoch 28: loss did not improve from 0.01265 39/400 [=>............................] - ETA: 3:33 - loss: 0.0528 - dice_coefficient: 0.9594 Epoch 28: loss did not improve from 0.01265 40/400 [==>...........................] - ETA: 3:32 - loss: 0.0529 - dice_coefficient: 0.9590 Epoch 28: loss did not improve from 0.01265 41/400 [==>...........................] - ETA: 3:31 - loss: 0.0518 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 42/400 [==>...........................] - ETA: 3:31 - loss: 0.0534 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 43/400 [==>...........................] - ETA: 3:30 - loss: 0.0532 - dice_coefficient: 0.9585 Epoch 28: loss did not improve from 0.01265 44/400 [==>...........................] - ETA: 3:29 - loss: 0.0570 - dice_coefficient: 0.9553 Epoch 28: loss did not improve from 0.01265 45/400 [==>...........................] - ETA: 3:28 - loss: 0.0563 - dice_coefficient: 0.9559 Epoch 28: loss did not improve from 0.01265 46/400 [==>...........................] - ETA: 3:28 - loss: 0.0571 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 47/400 [==>...........................] - ETA: 3:27 - loss: 0.0566 - dice_coefficient: 0.9561 Epoch 28: loss did not improve from 0.01265 48/400 [==>...........................] - ETA: 3:27 - loss: 0.0557 - dice_coefficient: 0.9568 Epoch 28: loss did not improve from 0.01265 49/400 [==>...........................] - ETA: 3:26 - loss: 0.0549 - dice_coefficient: 0.9574 Epoch 28: loss did not improve from 0.01265 50/400 [==>...........................] - ETA: 3:26 - loss: 0.0542 - dice_coefficient: 0.9581 Epoch 28: loss did not improve from 0.01265 51/400 [==>...........................] - ETA: 3:25 - loss: 0.0535 - dice_coefficient: 0.9586 Epoch 28: loss did not improve from 0.01265 52/400 [==>...........................] - ETA: 3:24 - loss: 0.0532 - dice_coefficient: 0.9588 Epoch 28: loss did not improve from 0.01265 53/400 [==>...........................] - ETA: 3:24 - loss: 0.0526 - dice_coefficient: 0.9593 Epoch 28: loss did not improve from 0.01265 54/400 [===>..........................] - ETA: 3:23 - loss: 0.0522 - dice_coefficient: 0.9596 Epoch 28: loss did not improve from 0.01265 55/400 [===>..........................] - ETA: 3:22 - loss: 0.0517 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 56/400 [===>..........................] - ETA: 3:22 - loss: 0.0523 - dice_coefficient: 0.9593 Epoch 28: loss did not improve from 0.01265 57/400 [===>..........................] - ETA: 3:21 - loss: 0.0516 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 58/400 [===>..........................] - ETA: 3:20 - loss: 0.0523 - dice_coefficient: 0.9591 Epoch 28: loss did not improve from 0.01265 59/400 [===>..........................] - ETA: 3:20 - loss: 0.0520 - dice_coefficient: 0.9592 Epoch 28: loss did not improve from 0.01265 60/400 [===>..........................] - ETA: 3:19 - loss: 0.0515 - dice_coefficient: 0.9597 Epoch 28: loss did not improve from 0.01265 61/400 [===>..........................] - ETA: 3:18 - loss: 0.0537 - dice_coefficient: 0.9576 Epoch 28: loss did not improve from 0.01265 62/400 [===>..........................] - ETA: 3:18 - loss: 0.0543 - dice_coefficient: 0.9573 Epoch 28: loss did not improve from 0.01265 63/400 [===>..........................] - ETA: 3:17 - loss: 0.0539 - dice_coefficient: 0.9577 Epoch 28: loss did not improve from 0.01265 64/400 [===>..........................] - ETA: 3:16 - loss: 0.0536 - dice_coefficient: 0.9578 Epoch 28: loss did not improve from 0.01265 65/400 [===>..........................] - ETA: 3:16 - loss: 0.0583 - dice_coefficient: 0.9540 Epoch 28: loss did not improve from 0.01265 66/400 [===>..........................] - ETA: 3:15 - loss: 0.0575 - dice_coefficient: 0.9546 Epoch 28: loss did not improve from 0.01265 67/400 [====>.........................] - ETA: 3:14 - loss: 0.0570 - dice_coefficient: 0.9551 Epoch 28: loss did not improve from 0.01265 68/400 [====>.........................] - ETA: 3:14 - loss: 0.0564 - dice_coefficient: 0.9556 Epoch 28: loss did not improve from 0.01265 69/400 [====>.........................] - ETA: 3:13 - loss: 0.0565 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 70/400 [====>.........................] - ETA: 3:12 - loss: 0.0559 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 71/400 [====>.........................] - ETA: 3:12 - loss: 0.0556 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 72/400 [====>.........................] - ETA: 3:11 - loss: 0.0557 - dice_coefficient: 0.9566 Epoch 28: loss did not improve from 0.01265 73/400 [====>.........................] - ETA: 3:11 - loss: 0.0564 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 74/400 [====>.........................] - ETA: 3:10 - loss: 0.0568 - dice_coefficient: 0.9555 Epoch 28: loss did not improve from 0.01265 75/400 [====>.........................] - ETA: 3:09 - loss: 0.0568 - dice_coefficient: 0.9554 Epoch 28: loss did not improve from 0.01265 76/400 [====>.........................] - ETA: 3:09 - loss: 0.0562 - dice_coefficient: 0.9559 Epoch 28: loss did not improve from 0.01265 77/400 [====>.........................] - ETA: 3:08 - loss: 0.0558 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 78/400 [====>.........................] - ETA: 3:07 - loss: 0.0560 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 79/400 [====>.........................] - ETA: 3:07 - loss: 0.0557 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 80/400 [=====>........................] - ETA: 3:06 - loss: 0.0553 - dice_coefficient: 0.9566 Epoch 28: loss did not improve from 0.01265 81/400 [=====>........................] - ETA: 3:05 - loss: 0.0559 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 82/400 [=====>........................] - ETA: 3:05 - loss: 0.0556 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 83/400 [=====>........................] - ETA: 3:04 - loss: 0.0554 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 84/400 [=====>........................] - ETA: 3:04 - loss: 0.0553 - dice_coefficient: 0.9566 Epoch 28: loss did not improve from 0.01265 85/400 [=====>........................] - ETA: 3:03 - loss: 0.0549 - dice_coefficient: 0.9569 Epoch 28: loss did not improve from 0.01265 86/400 [=====>........................] - ETA: 3:02 - loss: 0.0549 - dice_coefficient: 0.9568 Epoch 28: loss did not improve from 0.01265 87/400 [=====>........................] - ETA: 3:02 - loss: 0.0546 - dice_coefficient: 0.9572 Epoch 28: loss did not improve from 0.01265 88/400 [=====>........................] - ETA: 3:01 - loss: 0.0548 - dice_coefficient: 0.9570 Epoch 28: loss did not improve from 0.01265 89/400 [=====>........................] - ETA: 3:01 - loss: 0.0543 - dice_coefficient: 0.9574 Epoch 28: loss did not improve from 0.01265 90/400 [=====>........................] - ETA: 3:00 - loss: 0.0539 - dice_coefficient: 0.9577 Epoch 28: loss did not improve from 0.01265 91/400 [=====>........................] - ETA: 2:59 - loss: 0.0535 - dice_coefficient: 0.9580 Epoch 28: loss did not improve from 0.01265 92/400 [=====>........................] - ETA: 2:59 - loss: 0.0547 - dice_coefficient: 0.9569 Epoch 28: loss did not improve from 0.01265 93/400 [=====>........................] - ETA: 2:58 - loss: 0.0545 - dice_coefficient: 0.9570 Epoch 28: loss did not improve from 0.01265 94/400 [======>.......................] - ETA: 2:57 - loss: 0.0542 - dice_coefficient: 0.9572 Epoch 28: loss did not improve from 0.01265 95/400 [======>.......................] - ETA: 2:57 - loss: 0.0541 - dice_coefficient: 0.9575 Epoch 28: loss did not improve from 0.01265 96/400 [======>.......................] - ETA: 2:56 - loss: 0.0538 - dice_coefficient: 0.9578 Epoch 28: loss did not improve from 0.01265 97/400 [======>.......................] - ETA: 2:56 - loss: 0.0538 - dice_coefficient: 0.9577 Epoch 28: loss did not improve from 0.01265 98/400 [======>.......................] - ETA: 2:55 - loss: 0.0534 - dice_coefficient: 0.9580 Epoch 28: loss did not improve from 0.01265 99/400 [======>.......................] - ETA: 2:54 - loss: 0.0531 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 100/400 [======>.......................] - ETA: 2:54 - loss: 0.0528 - dice_coefficient: 0.9586 Epoch 28: loss did not improve from 0.01265 101/400 [======>.......................] - ETA: 2:53 - loss: 0.0525 - dice_coefficient: 0.9588 Epoch 28: loss did not improve from 0.01265 102/400 [======>.......................] - ETA: 2:53 - loss: 0.0521 - dice_coefficient: 0.9592 Epoch 28: loss did not improve from 0.01265 103/400 [======>.......................] - ETA: 2:52 - loss: 0.0519 - dice_coefficient: 0.9593 Epoch 28: loss did not improve from 0.01265 104/400 [======>.......................] - ETA: 2:51 - loss: 0.0515 - dice_coefficient: 0.9596 Epoch 28: loss did not improve from 0.01265 105/400 [======>.......................] - ETA: 2:51 - loss: 0.0513 - dice_coefficient: 0.9597 Epoch 28: loss did not improve from 0.01265 106/400 [======>.......................] - ETA: 2:50 - loss: 0.0511 - dice_coefficient: 0.9598 Epoch 28: loss did not improve from 0.01265 107/400 [=======>......................] - ETA: 2:50 - loss: 0.0523 - dice_coefficient: 0.9587 Epoch 28: loss did not improve from 0.01265 108/400 [=======>......................] - ETA: 2:49 - loss: 0.0523 - dice_coefficient: 0.9588 Epoch 28: loss did not improve from 0.01265 109/400 [=======>......................] - ETA: 2:48 - loss: 0.0520 - dice_coefficient: 0.9590 Epoch 28: loss did not improve from 0.01265 110/400 [=======>......................] - ETA: 2:48 - loss: 0.0517 - dice_coefficient: 0.9593 Epoch 28: loss did not improve from 0.01265 111/400 [=======>......................] - ETA: 2:47 - loss: 0.0514 - dice_coefficient: 0.9595 Epoch 28: loss did not improve from 0.01265 112/400 [=======>......................] - ETA: 2:47 - loss: 0.0510 - dice_coefficient: 0.9598 Epoch 28: loss did not improve from 0.01265 113/400 [=======>......................] - ETA: 2:46 - loss: 0.0508 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 114/400 [=======>......................] - ETA: 2:45 - loss: 0.0511 - dice_coefficient: 0.9597 Epoch 28: loss did not improve from 0.01265 115/400 [=======>......................] - ETA: 2:45 - loss: 0.0509 - dice_coefficient: 0.9598 Epoch 28: loss did not improve from 0.01265 116/400 [=======>......................] - ETA: 2:44 - loss: 0.0506 - dice_coefficient: 0.9601 Epoch 28: loss did not improve from 0.01265 117/400 [=======>......................] - ETA: 2:44 - loss: 0.0505 - dice_coefficient: 0.9601 Epoch 28: loss did not improve from 0.01265 118/400 [=======>......................] - ETA: 2:43 - loss: 0.0503 - dice_coefficient: 0.9603 Epoch 28: loss did not improve from 0.01265 119/400 [=======>......................] - ETA: 2:42 - loss: 0.0502 - dice_coefficient: 0.9603 Epoch 28: loss did not improve from 0.01265 120/400 [========>.....................] - ETA: 2:42 - loss: 0.0501 - dice_coefficient: 0.9604 Epoch 28: loss did not improve from 0.01265 121/400 [========>.....................] - ETA: 2:41 - loss: 0.0499 - dice_coefficient: 0.9605 Epoch 28: loss did not improve from 0.01265 122/400 [========>.....................] - ETA: 2:41 - loss: 0.0496 - dice_coefficient: 0.9607 Epoch 28: loss did not improve from 0.01265 123/400 [========>.....................] - ETA: 2:40 - loss: 0.0504 - dice_coefficient: 0.9606 Epoch 28: loss did not improve from 0.01265 124/400 [========>.....................] - ETA: 2:39 - loss: 0.0504 - dice_coefficient: 0.9605 Epoch 28: loss did not improve from 0.01265 125/400 [========>.....................] - ETA: 2:39 - loss: 0.0503 - dice_coefficient: 0.9606 Epoch 28: loss did not improve from 0.01265 126/400 [========>.....................] - ETA: 2:38 - loss: 0.0500 - dice_coefficient: 0.9608 Epoch 28: loss did not improve from 0.01265 127/400 [========>.....................] - ETA: 2:38 - loss: 0.0500 - dice_coefficient: 0.9610 Epoch 28: loss did not improve from 0.01265 128/400 [========>.....................] - ETA: 2:37 - loss: 0.0498 - dice_coefficient: 0.9611 Epoch 28: loss did not improve from 0.01265 129/400 [========>.....................] - ETA: 2:36 - loss: 0.0496 - dice_coefficient: 0.9613 Epoch 28: loss did not improve from 0.01265 130/400 [========>.....................] - ETA: 2:36 - loss: 0.0495 - dice_coefficient: 0.9614 Epoch 28: loss did not improve from 0.01265 131/400 [========>.....................] - ETA: 2:35 - loss: 0.0493 - dice_coefficient: 0.9615 Epoch 28: loss did not improve from 0.01265 132/400 [========>.....................] - ETA: 2:35 - loss: 0.0530 - dice_coefficient: 0.9589 Epoch 28: loss did not improve from 0.01265 133/400 [========>.....................] - ETA: 2:34 - loss: 0.0529 - dice_coefficient: 0.9591 Epoch 28: loss did not improve from 0.01265 134/400 [=========>....................] - ETA: 2:33 - loss: 0.0561 - dice_coefficient: 0.9567 Epoch 28: loss did not improve from 0.01265 135/400 [=========>....................] - ETA: 2:33 - loss: 0.0558 - dice_coefficient: 0.9569 Epoch 28: loss did not improve from 0.01265 136/400 [=========>....................] - ETA: 2:32 - loss: 0.0554 - dice_coefficient: 0.9572 Epoch 28: loss did not improve from 0.01265 137/400 [=========>....................] - ETA: 2:32 - loss: 0.0552 - dice_coefficient: 0.9573 Epoch 28: loss did not improve from 0.01265 138/400 [=========>....................] - ETA: 2:31 - loss: 0.0550 - dice_coefficient: 0.9575 Epoch 28: loss did not improve from 0.01265 139/400 [=========>....................] - ETA: 2:30 - loss: 0.0547 - dice_coefficient: 0.9577 Epoch 28: loss did not improve from 0.01265 140/400 [=========>....................] - ETA: 2:30 - loss: 0.0551 - dice_coefficient: 0.9573 Epoch 28: loss did not improve from 0.01265 141/400 [=========>....................] - ETA: 2:29 - loss: 0.0548 - dice_coefficient: 0.9576 Epoch 28: loss did not improve from 0.01265 142/400 [=========>....................] - ETA: 2:29 - loss: 0.0545 - dice_coefficient: 0.9578 Epoch 28: loss did not improve from 0.01265 143/400 [=========>....................] - ETA: 2:28 - loss: 0.0566 - dice_coefficient: 0.9563 Epoch 28: loss did not improve from 0.01265 144/400 [=========>....................] - ETA: 2:27 - loss: 0.0609 - dice_coefficient: 0.9534 Epoch 28: loss did not improve from 0.01265 145/400 [=========>....................] - ETA: 2:27 - loss: 0.0609 - dice_coefficient: 0.9534 Epoch 28: loss did not improve from 0.01265 146/400 [=========>....................] - ETA: 2:26 - loss: 0.0606 - dice_coefficient: 0.9536 Epoch 28: loss did not improve from 0.01265 147/400 [==========>...................] - ETA: 2:26 - loss: 0.0604 - dice_coefficient: 0.9538 Epoch 28: loss did not improve from 0.01265 148/400 [==========>...................] - ETA: 2:25 - loss: 0.0601 - dice_coefficient: 0.9540 Epoch 28: loss did not improve from 0.01265 149/400 [==========>...................] - ETA: 2:25 - loss: 0.0600 - dice_coefficient: 0.9542 Epoch 28: loss did not improve from 0.01265 150/400 [==========>...................] - ETA: 2:24 - loss: 0.0597 - dice_coefficient: 0.9544 Epoch 28: loss did not improve from 0.01265 151/400 [==========>...................] - ETA: 2:23 - loss: 0.0609 - dice_coefficient: 0.9533 Epoch 28: loss did not improve from 0.01265 152/400 [==========>...................] - ETA: 2:23 - loss: 0.0605 - dice_coefficient: 0.9536 Epoch 28: loss did not improve from 0.01265 153/400 [==========>...................] - ETA: 2:22 - loss: 0.0606 - dice_coefficient: 0.9536 Epoch 28: loss did not improve from 0.01265 154/400 [==========>...................] - ETA: 2:22 - loss: 0.0603 - dice_coefficient: 0.9538 Epoch 28: loss did not improve from 0.01265 155/400 [==========>...................] - ETA: 2:21 - loss: 0.0600 - dice_coefficient: 0.9540 Epoch 28: loss did not improve from 0.01265 156/400 [==========>...................] - ETA: 2:20 - loss: 0.0599 - dice_coefficient: 0.9541 Epoch 28: loss did not improve from 0.01265 157/400 [==========>...................] - ETA: 2:20 - loss: 0.0597 - dice_coefficient: 0.9542 Epoch 28: loss did not improve from 0.01265 158/400 [==========>...................] - ETA: 2:19 - loss: 0.0595 - dice_coefficient: 0.9544 Epoch 28: loss did not improve from 0.01265 159/400 [==========>...................] - ETA: 2:19 - loss: 0.0592 - dice_coefficient: 0.9546 Epoch 28: loss did not improve from 0.01265 160/400 [===========>..................] - ETA: 2:18 - loss: 0.0589 - dice_coefficient: 0.9548 Epoch 28: loss did not improve from 0.01265 161/400 [===========>..................] - ETA: 2:18 - loss: 0.0587 - dice_coefficient: 0.9550 Epoch 28: loss did not improve from 0.01265 162/400 [===========>..................] - ETA: 2:17 - loss: 0.0584 - dice_coefficient: 0.9553 Epoch 28: loss did not improve from 0.01265 163/400 [===========>..................] - ETA: 2:16 - loss: 0.0586 - dice_coefficient: 0.9552 Epoch 28: loss did not improve from 0.01265 164/400 [===========>..................] - ETA: 2:16 - loss: 0.0584 - dice_coefficient: 0.9554 Epoch 28: loss did not improve from 0.01265 165/400 [===========>..................] - ETA: 2:15 - loss: 0.0581 - dice_coefficient: 0.9556 Epoch 28: loss did not improve from 0.01265 166/400 [===========>..................] - ETA: 2:15 - loss: 0.0578 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 167/400 [===========>..................] - ETA: 2:14 - loss: 0.0577 - dice_coefficient: 0.9559 Epoch 28: loss did not improve from 0.01265 168/400 [===========>..................] - ETA: 2:13 - loss: 0.0576 - dice_coefficient: 0.9559 Epoch 28: loss did not improve from 0.01265 169/400 [===========>..................] - ETA: 2:13 - loss: 0.0574 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 170/400 [===========>..................] - ETA: 2:12 - loss: 0.0577 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 171/400 [===========>..................] - ETA: 2:12 - loss: 0.0575 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 172/400 [===========>..................] - ETA: 2:11 - loss: 0.0582 - dice_coefficient: 0.9553 Epoch 28: loss did not improve from 0.01265 173/400 [===========>..................] - ETA: 2:11 - loss: 0.0580 - dice_coefficient: 0.9554 Epoch 28: loss did not improve from 0.01265 174/400 [============>.................] - ETA: 2:10 - loss: 0.0579 - dice_coefficient: 0.9556 Epoch 28: loss did not improve from 0.01265 175/400 [============>.................] - ETA: 2:09 - loss: 0.0579 - dice_coefficient: 0.9555 Epoch 28: loss did not improve from 0.01265 176/400 [============>.................] - ETA: 2:09 - loss: 0.0582 - dice_coefficient: 0.9553 Epoch 28: loss did not improve from 0.01265 177/400 [============>.................] - ETA: 2:08 - loss: 0.0583 - dice_coefficient: 0.9553 Epoch 28: loss did not improve from 0.01265 178/400 [============>.................] - ETA: 2:08 - loss: 0.0580 - dice_coefficient: 0.9555 Epoch 28: loss did not improve from 0.01265 179/400 [============>.................] - ETA: 2:07 - loss: 0.0578 - dice_coefficient: 0.9557 Epoch 28: loss did not improve from 0.01265 180/400 [============>.................] - ETA: 2:06 - loss: 0.0577 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 181/400 [============>.................] - ETA: 2:06 - loss: 0.0575 - dice_coefficient: 0.9559 Epoch 28: loss did not improve from 0.01265 182/400 [============>.................] - ETA: 2:05 - loss: 0.0573 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 183/400 [============>.................] - ETA: 2:05 - loss: 0.0571 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 184/400 [============>.................] - ETA: 2:04 - loss: 0.0571 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 185/400 [============>.................] - ETA: 2:04 - loss: 0.0570 - dice_coefficient: 0.9563 Epoch 28: loss did not improve from 0.01265 186/400 [============>.................] - ETA: 2:03 - loss: 0.0567 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 187/400 [=============>................] - ETA: 2:02 - loss: 0.0568 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 188/400 [=============>................] - ETA: 2:02 - loss: 0.0569 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 189/400 [=============>................] - ETA: 2:01 - loss: 0.0568 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 190/400 [=============>................] - ETA: 2:01 - loss: 0.0567 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 191/400 [=============>................] - ETA: 2:00 - loss: 0.0564 - dice_coefficient: 0.9567 Epoch 28: loss did not improve from 0.01265 192/400 [=============>................] - ETA: 1:59 - loss: 0.0562 - dice_coefficient: 0.9569 Epoch 28: loss did not improve from 0.01265 193/400 [=============>................] - ETA: 1:59 - loss: 0.0587 - dice_coefficient: 0.9550 Epoch 28: loss did not improve from 0.01265 194/400 [=============>................] - ETA: 1:58 - loss: 0.0584 - dice_coefficient: 0.9552 Epoch 28: loss did not improve from 0.01265 195/400 [=============>................] - ETA: 1:58 - loss: 0.0584 - dice_coefficient: 0.9553 Epoch 28: loss did not improve from 0.01265 196/400 [=============>................] - ETA: 1:57 - loss: 0.0582 - dice_coefficient: 0.9554 Epoch 28: loss did not improve from 0.01265 197/400 [=============>................] - ETA: 1:57 - loss: 0.0580 - dice_coefficient: 0.9555 Epoch 28: loss did not improve from 0.01265 198/400 [=============>................] - ETA: 1:56 - loss: 0.0578 - dice_coefficient: 0.9557 Epoch 28: loss did not improve from 0.01265 199/400 [=============>................] - ETA: 1:55 - loss: 0.0576 - dice_coefficient: 0.9559 Epoch 28: loss did not improve from 0.01265 200/400 [==============>...............] - ETA: 1:55 - loss: 0.0574 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 201/400 [==============>...............] - ETA: 1:54 - loss: 0.0587 - dice_coefficient: 0.9549 Epoch 28: loss did not improve from 0.01265 202/400 [==============>...............] - ETA: 1:54 - loss: 0.0585 - dice_coefficient: 0.9551 Epoch 28: loss did not improve from 0.01265 203/400 [==============>...............] - ETA: 1:53 - loss: 0.0583 - dice_coefficient: 0.9552 Epoch 28: loss did not improve from 0.01265 204/400 [==============>...............] - ETA: 1:53 - loss: 0.0583 - dice_coefficient: 0.9552 Epoch 28: loss did not improve from 0.01265 205/400 [==============>...............] - ETA: 1:52 - loss: 0.0581 - dice_coefficient: 0.9554 Epoch 28: loss did not improve from 0.01265 206/400 [==============>...............] - ETA: 1:51 - loss: 0.0584 - dice_coefficient: 0.9551 Epoch 28: loss did not improve from 0.01265 207/400 [==============>...............] - ETA: 1:51 - loss: 0.0582 - dice_coefficient: 0.9552 Epoch 28: loss did not improve from 0.01265 208/400 [==============>...............] - ETA: 1:50 - loss: 0.0581 - dice_coefficient: 0.9554 Epoch 28: loss did not improve from 0.01265 209/400 [==============>...............] - ETA: 1:50 - loss: 0.0583 - dice_coefficient: 0.9551 Epoch 28: loss did not improve from 0.01265 210/400 [==============>...............] - ETA: 1:49 - loss: 0.0581 - dice_coefficient: 0.9552 Epoch 28: loss did not improve from 0.01265 211/400 [==============>...............] - ETA: 1:48 - loss: 0.0579 - dice_coefficient: 0.9554 Epoch 28: loss did not improve from 0.01265 212/400 [==============>...............] - ETA: 1:48 - loss: 0.0578 - dice_coefficient: 0.9555 Epoch 28: loss did not improve from 0.01265 213/400 [==============>...............] - ETA: 1:47 - loss: 0.0576 - dice_coefficient: 0.9556 Epoch 28: loss did not improve from 0.01265 214/400 [===============>..............] - ETA: 1:47 - loss: 0.0574 - dice_coefficient: 0.9558 Epoch 28: loss did not improve from 0.01265 215/400 [===============>..............] - ETA: 1:46 - loss: 0.0573 - dice_coefficient: 0.9559 Epoch 28: loss did not improve from 0.01265 216/400 [===============>..............] - ETA: 1:46 - loss: 0.0572 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 217/400 [===============>..............] - ETA: 1:45 - loss: 0.0572 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 218/400 [===============>..............] - ETA: 1:44 - loss: 0.0572 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 219/400 [===============>..............] - ETA: 1:44 - loss: 0.0571 - dice_coefficient: 0.9560 Epoch 28: loss did not improve from 0.01265 220/400 [===============>..............] - ETA: 1:43 - loss: 0.0570 - dice_coefficient: 0.9561 Epoch 28: loss did not improve from 0.01265 221/400 [===============>..............] - ETA: 1:43 - loss: 0.0568 - dice_coefficient: 0.9563 Epoch 28: loss did not improve from 0.01265 222/400 [===============>..............] - ETA: 1:42 - loss: 0.0567 - dice_coefficient: 0.9563 Epoch 28: loss did not improve from 0.01265 223/400 [===============>..............] - ETA: 1:42 - loss: 0.0566 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 224/400 [===============>..............] - ETA: 1:41 - loss: 0.0567 - dice_coefficient: 0.9563 Epoch 28: loss did not improve from 0.01265 225/400 [===============>..............] - ETA: 1:40 - loss: 0.0566 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 226/400 [===============>..............] - ETA: 1:40 - loss: 0.0565 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 227/400 [================>.............] - ETA: 1:39 - loss: 0.0564 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 228/400 [================>.............] - ETA: 1:39 - loss: 0.0564 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 229/400 [================>.............] - ETA: 1:38 - loss: 0.0566 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 230/400 [================>.............] - ETA: 1:38 - loss: 0.0565 - dice_coefficient: 0.9563 Epoch 28: loss did not improve from 0.01265 231/400 [================>.............] - ETA: 1:37 - loss: 0.0566 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 232/400 [================>.............] - ETA: 1:36 - loss: 0.0566 - dice_coefficient: 0.9562 Epoch 28: loss did not improve from 0.01265 233/400 [================>.............] - ETA: 1:36 - loss: 0.0564 - dice_coefficient: 0.9563 Epoch 28: loss did not improve from 0.01265 234/400 [================>.............] - ETA: 1:35 - loss: 0.0564 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 235/400 [================>.............] - ETA: 1:35 - loss: 0.0563 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 236/400 [================>.............] - ETA: 1:34 - loss: 0.0562 - dice_coefficient: 0.9566 Epoch 28: loss did not improve from 0.01265 237/400 [================>.............] - ETA: 1:33 - loss: 0.0562 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 238/400 [================>.............] - ETA: 1:33 - loss: 0.0562 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 239/400 [================>.............] - ETA: 1:32 - loss: 0.0563 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 240/400 [=================>............] - ETA: 1:32 - loss: 0.0562 - dice_coefficient: 0.9564 Epoch 28: loss did not improve from 0.01265 241/400 [=================>............] - ETA: 1:31 - loss: 0.0561 - dice_coefficient: 0.9565 Epoch 28: loss did not improve from 0.01265 242/400 [=================>............] - ETA: 1:31 - loss: 0.0559 - dice_coefficient: 0.9567 Epoch 28: loss did not improve from 0.01265 243/400 [=================>............] - ETA: 1:30 - loss: 0.0558 - dice_coefficient: 0.9567 Epoch 28: loss did not improve from 0.01265 244/400 [=================>............] - ETA: 1:29 - loss: 0.0557 - dice_coefficient: 0.9569 Epoch 28: loss did not improve from 0.01265 245/400 [=================>............] - ETA: 1:29 - loss: 0.0557 - dice_coefficient: 0.9568 Epoch 28: loss did not improve from 0.01265 246/400 [=================>............] - ETA: 1:28 - loss: 0.0556 - dice_coefficient: 0.9569 Epoch 28: loss did not improve from 0.01265 247/400 [=================>............] - ETA: 1:28 - loss: 0.0554 - dice_coefficient: 0.9570 Epoch 28: loss did not improve from 0.01265 248/400 [=================>............] - ETA: 1:27 - loss: 0.0552 - dice_coefficient: 0.9572 Epoch 28: loss did not improve from 0.01265 249/400 [=================>............] - ETA: 1:27 - loss: 0.0551 - dice_coefficient: 0.9573 Epoch 28: loss did not improve from 0.01265 250/400 [=================>............] - ETA: 1:26 - loss: 0.0549 - dice_coefficient: 0.9574 Epoch 28: loss did not improve from 0.01265 251/400 [=================>............] - ETA: 1:25 - loss: 0.0548 - dice_coefficient: 0.9576 Epoch 28: loss did not improve from 0.01265 252/400 [=================>............] - ETA: 1:25 - loss: 0.0553 - dice_coefficient: 0.9570 Epoch 28: loss did not improve from 0.01265 253/400 [=================>............] - ETA: 1:24 - loss: 0.0553 - dice_coefficient: 0.9570 Epoch 28: loss did not improve from 0.01265 254/400 [==================>...........] - ETA: 1:24 - loss: 0.0553 - dice_coefficient: 0.9571 Epoch 28: loss did not improve from 0.01265 255/400 [==================>...........] - ETA: 1:23 - loss: 0.0551 - dice_coefficient: 0.9572 Epoch 28: loss did not improve from 0.01265 256/400 [==================>...........] - ETA: 1:22 - loss: 0.0551 - dice_coefficient: 0.9573 Epoch 28: loss did not improve from 0.01265 257/400 [==================>...........] - ETA: 1:22 - loss: 0.0551 - dice_coefficient: 0.9572 Epoch 28: loss did not improve from 0.01265 258/400 [==================>...........] - ETA: 1:21 - loss: 0.0551 - dice_coefficient: 0.9571 Epoch 28: loss did not improve from 0.01265 259/400 [==================>...........] - ETA: 1:21 - loss: 0.0551 - dice_coefficient: 0.9571 Epoch 28: loss did not improve from 0.01265 260/400 [==================>...........] - ETA: 1:20 - loss: 0.0550 - dice_coefficient: 0.9573 Epoch 28: loss did not improve from 0.01265 261/400 [==================>...........] - ETA: 1:20 - loss: 0.0549 - dice_coefficient: 0.9573 Epoch 28: loss did not improve from 0.01265 262/400 [==================>...........] - ETA: 1:19 - loss: 0.0548 - dice_coefficient: 0.9574 Epoch 28: loss did not improve from 0.01265 263/400 [==================>...........] - ETA: 1:18 - loss: 0.0547 - dice_coefficient: 0.9575 Epoch 28: loss did not improve from 0.01265 264/400 [==================>...........] - ETA: 1:18 - loss: 0.0546 - dice_coefficient: 0.9576 Epoch 28: loss did not improve from 0.01265 265/400 [==================>...........] - ETA: 1:17 - loss: 0.0545 - dice_coefficient: 0.9577 Epoch 28: loss did not improve from 0.01265 266/400 [==================>...........] - ETA: 1:17 - loss: 0.0546 - dice_coefficient: 0.9576 Epoch 28: loss did not improve from 0.01265 267/400 [===================>..........] - ETA: 1:16 - loss: 0.0544 - dice_coefficient: 0.9577 Epoch 28: loss did not improve from 0.01265 268/400 [===================>..........] - ETA: 1:16 - loss: 0.0543 - dice_coefficient: 0.9578 Epoch 28: loss did not improve from 0.01265 269/400 [===================>..........] - ETA: 1:15 - loss: 0.0541 - dice_coefficient: 0.9579 Epoch 28: loss did not improve from 0.01265 270/400 [===================>..........] - ETA: 1:14 - loss: 0.0540 - dice_coefficient: 0.9580 Epoch 28: loss did not improve from 0.01265 271/400 [===================>..........] - ETA: 1:14 - loss: 0.0539 - dice_coefficient: 0.9581 Epoch 28: loss did not improve from 0.01265 272/400 [===================>..........] - ETA: 1:13 - loss: 0.0538 - dice_coefficient: 0.9582 Epoch 28: loss did not improve from 0.01265 273/400 [===================>..........] - ETA: 1:13 - loss: 0.0537 - dice_coefficient: 0.9582 Epoch 28: loss did not improve from 0.01265 274/400 [===================>..........] - ETA: 1:12 - loss: 0.0536 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 275/400 [===================>..........] - ETA: 1:12 - loss: 0.0536 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 276/400 [===================>..........] - ETA: 1:11 - loss: 0.0535 - dice_coefficient: 0.9584 Epoch 28: loss did not improve from 0.01265 277/400 [===================>..........] - ETA: 1:10 - loss: 0.0535 - dice_coefficient: 0.9584 Epoch 28: loss did not improve from 0.01265 278/400 [===================>..........] - ETA: 1:10 - loss: 0.0534 - dice_coefficient: 0.9585 Epoch 28: loss did not improve from 0.01265 279/400 [===================>..........] - ETA: 1:09 - loss: 0.0533 - dice_coefficient: 0.9586 Epoch 28: loss did not improve from 0.01265 280/400 [====================>.........] - ETA: 1:09 - loss: 0.0536 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 281/400 [====================>.........] - ETA: 1:08 - loss: 0.0535 - dice_coefficient: 0.9584 Epoch 28: loss did not improve from 0.01265 282/400 [====================>.........] - ETA: 1:07 - loss: 0.0534 - dice_coefficient: 0.9585 Epoch 28: loss did not improve from 0.01265 283/400 [====================>.........] - ETA: 1:07 - loss: 0.0532 - dice_coefficient: 0.9586 Epoch 28: loss did not improve from 0.01265 284/400 [====================>.........] - ETA: 1:06 - loss: 0.0531 - dice_coefficient: 0.9587 Epoch 28: loss did not improve from 0.01265 285/400 [====================>.........] - ETA: 1:06 - loss: 0.0530 - dice_coefficient: 0.9588 Epoch 28: loss did not improve from 0.01265 286/400 [====================>.........] - ETA: 1:05 - loss: 0.0529 - dice_coefficient: 0.9589 Epoch 28: loss did not improve from 0.01265 287/400 [====================>.........] - ETA: 1:05 - loss: 0.0528 - dice_coefficient: 0.9590 Epoch 28: loss did not improve from 0.01265 288/400 [====================>.........] - ETA: 1:04 - loss: 0.0528 - dice_coefficient: 0.9589 Epoch 28: loss did not improve from 0.01265 289/400 [====================>.........] - ETA: 1:03 - loss: 0.0527 - dice_coefficient: 0.9590 Epoch 28: loss did not improve from 0.01265 290/400 [====================>.........] - ETA: 1:03 - loss: 0.0527 - dice_coefficient: 0.9590 Epoch 28: loss did not improve from 0.01265 291/400 [====================>.........] - ETA: 1:02 - loss: 0.0527 - dice_coefficient: 0.9590 Epoch 28: loss did not improve from 0.01265 292/400 [====================>.........] - ETA: 1:02 - loss: 0.0526 - dice_coefficient: 0.9591 Epoch 28: loss did not improve from 0.01265 293/400 [====================>.........] - ETA: 1:01 - loss: 0.0524 - dice_coefficient: 0.9592 Epoch 28: loss did not improve from 0.01265 294/400 [=====================>........] - ETA: 1:01 - loss: 0.0524 - dice_coefficient: 0.9592 Epoch 28: loss did not improve from 0.01265 295/400 [=====================>........] - ETA: 1:00 - loss: 0.0523 - dice_coefficient: 0.9593 Epoch 28: loss did not improve from 0.01265 296/400 [=====================>........] - ETA: 59s - loss: 0.0522 - dice_coefficient: 0.9594 Epoch 28: loss did not improve from 0.01265 297/400 [=====================>........] - ETA: 59s - loss: 0.0522 - dice_coefficient: 0.9594 Epoch 28: loss did not improve from 0.01265 298/400 [=====================>........] - ETA: 58s - loss: 0.0521 - dice_coefficient: 0.9594 Epoch 28: loss did not improve from 0.01265 299/400 [=====================>........] - ETA: 58s - loss: 0.0520 - dice_coefficient: 0.9596 Epoch 28: loss did not improve from 0.01265 300/400 [=====================>........] - ETA: 57s - loss: 0.0519 - dice_coefficient: 0.9596 Epoch 28: loss did not improve from 0.01265 301/400 [=====================>........] - ETA: 57s - loss: 0.0518 - dice_coefficient: 0.9597 Epoch 28: loss did not improve from 0.01265 302/400 [=====================>........] - ETA: 56s - loss: 0.0516 - dice_coefficient: 0.9598 Epoch 28: loss did not improve from 0.01265 303/400 [=====================>........] - ETA: 55s - loss: 0.0516 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 304/400 [=====================>........] - ETA: 55s - loss: 0.0516 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 305/400 [=====================>........] - ETA: 54s - loss: 0.0516 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 306/400 [=====================>........] - ETA: 54s - loss: 0.0518 - dice_coefficient: 0.9596 Epoch 28: loss did not improve from 0.01265 307/400 [======================>.......] - ETA: 53s - loss: 0.0517 - dice_coefficient: 0.9597 Epoch 28: loss did not improve from 0.01265 308/400 [======================>.......] - ETA: 52s - loss: 0.0517 - dice_coefficient: 0.9597 Epoch 28: loss did not improve from 0.01265 309/400 [======================>.......] - ETA: 52s - loss: 0.0515 - dice_coefficient: 0.9598 Epoch 28: loss did not improve from 0.01265 310/400 [======================>.......] - ETA: 51s - loss: 0.0514 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 311/400 [======================>.......] - ETA: 51s - loss: 0.0514 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 312/400 [======================>.......] - ETA: 50s - loss: 0.0514 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 313/400 [======================>.......] - ETA: 50s - loss: 0.0513 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 314/400 [======================>.......] - ETA: 49s - loss: 0.0512 - dice_coefficient: 0.9601 Epoch 28: loss did not improve from 0.01265 315/400 [======================>.......] - ETA: 48s - loss: 0.0513 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 316/400 [======================>.......] - ETA: 48s - loss: 0.0512 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 317/400 [======================>.......] - ETA: 47s - loss: 0.0511 - dice_coefficient: 0.9601 Epoch 28: loss did not improve from 0.01265 318/400 [======================>.......] - ETA: 47s - loss: 0.0512 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 319/400 [======================>.......] - ETA: 46s - loss: 0.0511 - dice_coefficient: 0.9601 Epoch 28: loss did not improve from 0.01265 320/400 [=======================>......] - ETA: 46s - loss: 0.0512 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 321/400 [=======================>......] - ETA: 45s - loss: 0.0512 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 322/400 [=======================>......] - ETA: 44s - loss: 0.0514 - dice_coefficient: 0.9598 Epoch 28: loss did not improve from 0.01265 323/400 [=======================>......] - ETA: 44s - loss: 0.0513 - dice_coefficient: 0.9599 Epoch 28: loss did not improve from 0.01265 324/400 [=======================>......] - ETA: 43s - loss: 0.0512 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 325/400 [=======================>......] - ETA: 43s - loss: 0.0514 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 326/400 [=======================>......] - ETA: 42s - loss: 0.0513 - dice_coefficient: 0.9600 Epoch 28: loss did not improve from 0.01265 327/400 [=======================>......] - ETA: 42s - loss: 0.0512 - dice_coefficient: 0.9601 Epoch 28: loss did not improve from 0.01265 328/400 [=======================>......] - ETA: 41s - loss: 0.0511 - dice_coefficient: 0.9602 Epoch 28: loss did not improve from 0.01265 329/400 [=======================>......] - ETA: 40s - loss: 0.0510 - dice_coefficient: 0.9603 Epoch 28: loss did not improve from 0.01265 330/400 [=======================>......] - ETA: 40s - loss: 0.0509 - dice_coefficient: 0.9604 Epoch 28: loss did not improve from 0.01265 331/400 [=======================>......] - ETA: 39s - loss: 0.0509 - dice_coefficient: 0.9604 Epoch 28: loss did not improve from 0.01265 332/400 [=======================>......] - ETA: 39s - loss: 0.0508 - dice_coefficient: 0.9604 Epoch 28: loss did not improve from 0.01265 333/400 [=======================>......] - ETA: 38s - loss: 0.0509 - dice_coefficient: 0.9603 Epoch 28: loss did not improve from 0.01265 334/400 [========================>.....] - ETA: 38s - loss: 0.0509 - dice_coefficient: 0.9604 Epoch 28: loss did not improve from 0.01265 335/400 [========================>.....] - ETA: 37s - loss: 0.0508 - dice_coefficient: 0.9605 Epoch 28: loss did not improve from 0.01265 336/400 [========================>.....] - ETA: 36s - loss: 0.0507 - dice_coefficient: 0.9605 Epoch 28: loss did not improve from 0.01265 337/400 [========================>.....] - ETA: 36s - loss: 0.0506 - dice_coefficient: 0.9606 Epoch 28: loss did not improve from 0.01265 338/400 [========================>.....] - ETA: 35s - loss: 0.0506 - dice_coefficient: 0.9606 Epoch 28: loss did not improve from 0.01265 339/400 [========================>.....] - ETA: 35s - loss: 0.0505 - dice_coefficient: 0.9607 Epoch 28: loss did not improve from 0.01265 340/400 [========================>.....] - ETA: 34s - loss: 0.0505 - dice_coefficient: 0.9606 Epoch 28: loss did not improve from 0.01265 341/400 [========================>.....] - ETA: 34s - loss: 0.0505 - dice_coefficient: 0.9607 Epoch 28: loss did not improve from 0.01265 342/400 [========================>.....] - ETA: 33s - loss: 0.0503 - dice_coefficient: 0.9608 Epoch 28: loss did not improve from 0.01265 343/400 [========================>.....] - ETA: 32s - loss: 0.0503 - dice_coefficient: 0.9608 Epoch 28: loss did not improve from 0.01265 344/400 [========================>.....] - ETA: 32s - loss: 0.0502 - dice_coefficient: 0.9609 Epoch 28: loss did not improve from 0.01265 345/400 [========================>.....] - ETA: 31s - loss: 0.0502 - dice_coefficient: 0.9610 Epoch 28: loss did not improve from 0.01265 346/400 [========================>.....] - ETA: 31s - loss: 0.0501 - dice_coefficient: 0.9610 Epoch 28: loss did not improve from 0.01265 347/400 [=========================>....] - ETA: 30s - loss: 0.0500 - dice_coefficient: 0.9611 Epoch 28: loss did not improve from 0.01265 348/400 [=========================>....] - ETA: 29s - loss: 0.0499 - dice_coefficient: 0.9612 Epoch 28: loss did not improve from 0.01265 349/400 [=========================>....] - ETA: 29s - loss: 0.0500 - dice_coefficient: 0.9612 Epoch 28: loss did not improve from 0.01265 350/400 [=========================>....] - ETA: 28s - loss: 0.0499 - dice_coefficient: 0.9612 Epoch 28: loss did not improve from 0.01265 351/400 [=========================>....] - ETA: 28s - loss: 0.0498 - dice_coefficient: 0.9613 Epoch 28: loss did not improve from 0.01265 352/400 [=========================>....] - ETA: 27s - loss: 0.0498 - dice_coefficient: 0.9613 Epoch 28: loss did not improve from 0.01265 353/400 [=========================>....] - ETA: 27s - loss: 0.0497 - dice_coefficient: 0.9613 Epoch 28: loss did not improve from 0.01265 354/400 [=========================>....] - ETA: 26s - loss: 0.0497 - dice_coefficient: 0.9614 Epoch 28: loss did not improve from 0.01265 355/400 [=========================>....] - ETA: 25s - loss: 0.0496 - dice_coefficient: 0.9614 Epoch 28: loss did not improve from 0.01265 356/400 [=========================>....] - ETA: 25s - loss: 0.0497 - dice_coefficient: 0.9613 Epoch 28: loss did not improve from 0.01265 357/400 [=========================>....] - ETA: 24s - loss: 0.0496 - dice_coefficient: 0.9614 Epoch 28: loss did not improve from 0.01265 358/400 [=========================>....] - ETA: 24s - loss: 0.0495 - dice_coefficient: 0.9614 Epoch 28: loss did not improve from 0.01265 359/400 [=========================>....] - ETA: 23s - loss: 0.0495 - dice_coefficient: 0.9615 Epoch 28: loss did not improve from 0.01265 360/400 [==========================>...] - ETA: 23s - loss: 0.0494 - dice_coefficient: 0.9615 Epoch 28: loss did not improve from 0.01265 361/400 [==========================>...] - ETA: 22s - loss: 0.0494 - dice_coefficient: 0.9616 Epoch 28: loss did not improve from 0.01265 362/400 [==========================>...] - ETA: 21s - loss: 0.0493 - dice_coefficient: 0.9617 Epoch 28: loss did not improve from 0.01265 363/400 [==========================>...] - ETA: 21s - loss: 0.0492 - dice_coefficient: 0.9617 Epoch 28: loss did not improve from 0.01265 364/400 [==========================>...] - ETA: 20s - loss: 0.0492 - dice_coefficient: 0.9617 Epoch 28: loss did not improve from 0.01265 365/400 [==========================>...] - ETA: 20s - loss: 0.0492 - dice_coefficient: 0.9618 Epoch 28: loss did not improve from 0.01265 366/400 [==========================>...] - ETA: 19s - loss: 0.0491 - dice_coefficient: 0.9618 Epoch 28: loss did not improve from 0.01265 367/400 [==========================>...] - ETA: 19s - loss: 0.0491 - dice_coefficient: 0.9619 Epoch 28: loss did not improve from 0.01265 368/400 [==========================>...] - ETA: 18s - loss: 0.0491 - dice_coefficient: 0.9618 Epoch 28: loss did not improve from 0.01265 369/400 [==========================>...] - ETA: 17s - loss: 0.0490 - dice_coefficient: 0.9619 Epoch 28: loss did not improve from 0.01265 370/400 [==========================>...] - ETA: 17s - loss: 0.0491 - dice_coefficient: 0.9618 Epoch 28: loss did not improve from 0.01265 371/400 [==========================>...] - ETA: 16s - loss: 0.0490 - dice_coefficient: 0.9619 Epoch 28: loss did not improve from 0.01265 372/400 [==========================>...] - ETA: 16s - loss: 0.0490 - dice_coefficient: 0.9619 Epoch 28: loss did not improve from 0.01265 373/400 [==========================>...] - ETA: 15s - loss: 0.0492 - dice_coefficient: 0.9618 Epoch 28: loss did not improve from 0.01265 374/400 [===========================>..] - ETA: 15s - loss: 0.0494 - dice_coefficient: 0.9616 Epoch 28: loss did not improve from 0.01265 375/400 [===========================>..] - ETA: 14s - loss: 0.0493 - dice_coefficient: 0.9616 Epoch 28: loss did not improve from 0.01265 376/400 [===========================>..] - ETA: 13s - loss: 0.0493 - dice_coefficient: 0.9617 Epoch 28: loss did not improve from 0.01265 377/400 [===========================>..] - ETA: 13s - loss: 0.0492 - dice_coefficient: 0.9617 Epoch 28: loss did not improve from 0.01265 378/400 [===========================>..] - ETA: 12s - loss: 0.0919 - dice_coefficient: 0.9592 Epoch 28: loss did not improve from 0.01265 379/400 [===========================>..] - ETA: 12s - loss: 0.0922 - dice_coefficient: 0.9589 Epoch 28: loss did not improve from 0.01265 380/400 [===========================>..] - ETA: 11s - loss: 0.0924 - dice_coefficient: 0.9586 Epoch 28: loss did not improve from 0.01265 381/400 [===========================>..] - ETA: 10s - loss: 0.0926 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 382/400 [===========================>..] - ETA: 10s - loss: 0.0924 - dice_coefficient: 0.9584 Epoch 28: loss did not improve from 0.01265 383/400 [===========================>..] - ETA: 9s - loss: 0.0923 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 384/400 [===========================>..] - ETA: 9s - loss: 0.0923 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 385/400 [===========================>..] - ETA: 8s - loss: 0.0923 - dice_coefficient: 0.9582 Epoch 28: loss did not improve from 0.01265 386/400 [===========================>..] - ETA: 8s - loss: 0.0921 - dice_coefficient: 0.9582 Epoch 28: loss did not improve from 0.01265 387/400 [============================>.] - ETA: 7s - loss: 0.0919 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 388/400 [============================>.] - ETA: 6s - loss: 0.0918 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 389/400 [============================>.] - ETA: 6s - loss: 0.0917 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 390/400 [============================>.] - ETA: 5s - loss: 0.0915 - dice_coefficient: 0.9583 Epoch 28: loss did not improve from 0.01265 391/400 [============================>.] - ETA: 5s - loss: 0.0913 - dice_coefficient: 0.9584 Epoch 28: loss did not improve from 0.01265 392/400 [============================>.] - ETA: 4s - loss: 0.0911 - dice_coefficient: 0.9585 Epoch 28: loss did not improve from 0.01265 393/400 [============================>.] - ETA: 4s - loss: 0.0910 - dice_coefficient: 0.9585 Epoch 28: loss did not improve from 0.01265 394/400 [============================>.] - ETA: 3s - loss: 0.0908 - dice_coefficient: 0.9586 Epoch 28: loss did not improve from 0.01265 395/400 [============================>.] - ETA: 2s - loss: 0.0906 - dice_coefficient: 0.9587 Epoch 28: loss did not improve from 0.01265 396/400 [============================>.] - ETA: 2s - loss: 0.0905 - dice_coefficient: 0.9587 Epoch 28: loss did not improve from 0.01265 397/400 [============================>.] - ETA: 1s - loss: 0.0903 - dice_coefficient: 0.9588 Epoch 28: loss did not improve from 0.01265 398/400 [============================>.] - ETA: 1s - loss: 0.0901 - dice_coefficient: 0.9589 Epoch 28: loss did not improve from 0.01265 399/400 [============================>.] - ETA: 0s - loss: 0.0907 - dice_coefficient: 0.9582 Epoch 28: loss did not improve from 0.01265 400/400 [==============================] - 233s 581ms/step - loss: 0.0906 - dice_coefficient: 0.9583 - val_loss: 0.7292 - val_dice_coefficient: 0.6610 - lr: 1.0000e-06 Epoch 29/30 Epoch 29: loss improved from 0.01265 to 0.01091, saving model to model-0.01.h5 1/400 [..............................] - ETA: 4:54 - loss: 0.0109 - dice_coefficient: 0.9912 Epoch 29: loss did not improve from 0.01091 2/400 [..............................] - ETA: 3:51 - loss: 0.0155 - dice_coefficient: 0.9898 Epoch 29: loss did not improve from 0.01091 3/400 [..............................] - ETA: 3:49 - loss: 0.0288 - dice_coefficient: 0.9770 Epoch 29: loss did not improve from 0.01091 4/400 [..............................] - ETA: 3:49 - loss: 0.0277 - dice_coefficient: 0.9786 Epoch 29: loss did not improve from 0.01091 5/400 [..............................] - ETA: 3:47 - loss: 0.0332 - dice_coefficient: 0.9733 Epoch 29: loss did not improve from 0.01091 6/400 [..............................] - ETA: 3:46 - loss: 0.0301 - dice_coefficient: 0.9762 Epoch 29: loss did not improve from 0.01091 7/400 [..............................] - ETA: 3:45 - loss: 0.0267 - dice_coefficient: 0.9789 Epoch 29: loss did not improve from 0.01091 8/400 [..............................] - ETA: 3:44 - loss: 0.0245 - dice_coefficient: 0.9808 Epoch 29: loss did not improve from 0.01091 9/400 [..............................] - ETA: 3:44 - loss: 0.0228 - dice_coefficient: 0.9822 Epoch 29: loss did not improve from 0.01091 10/400 [..............................] - ETA: 3:43 - loss: 0.0253 - dice_coefficient: 0.9798 Epoch 29: loss did not improve from 0.01091 11/400 [..............................] - ETA: 3:42 - loss: 0.0244 - dice_coefficient: 0.9806 Epoch 29: loss did not improve from 0.01091 12/400 [..............................] - ETA: 3:42 - loss: 0.0237 - dice_coefficient: 0.9813 Epoch 29: loss did not improve from 0.01091 13/400 [..............................] - ETA: 3:41 - loss: 0.0242 - dice_coefficient: 0.9810 Epoch 29: loss did not improve from 0.01091 14/400 [>.............................] - ETA: 3:41 - loss: 0.0239 - dice_coefficient: 0.9813 Epoch 29: loss did not improve from 0.01091 15/400 [>.............................] - ETA: 3:41 - loss: 0.0254 - dice_coefficient: 0.9800 Epoch 29: loss did not improve from 0.01091 16/400 [>.............................] - ETA: 3:40 - loss: 0.0266 - dice_coefficient: 0.9790 Epoch 29: loss did not improve from 0.01091 17/400 [>.............................] - ETA: 3:40 - loss: 0.0270 - dice_coefficient: 0.9786 Epoch 29: loss did not improve from 0.01091 18/400 [>.............................] - ETA: 3:39 - loss: 0.0292 - dice_coefficient: 0.9768 Epoch 29: loss did not improve from 0.01091 19/400 [>.............................] - ETA: 3:39 - loss: 0.0294 - dice_coefficient: 0.9764 Epoch 29: loss did not improve from 0.01091 20/400 [>.............................] - ETA: 3:38 - loss: 0.0309 - dice_coefficient: 0.9748 Epoch 29: loss did not improve from 0.01091 21/400 [>.............................] - ETA: 3:37 - loss: 0.0297 - dice_coefficient: 0.9758 Epoch 29: loss did not improve from 0.01091 22/400 [>.............................] - ETA: 3:37 - loss: 0.0295 - dice_coefficient: 0.9763 Epoch 29: loss did not improve from 0.01091 23/400 [>.............................] - ETA: 3:36 - loss: 0.0296 - dice_coefficient: 0.9765 Epoch 29: loss did not improve from 0.01091 24/400 [>.............................] - ETA: 3:35 - loss: 0.0315 - dice_coefficient: 0.9747 Epoch 29: loss did not improve from 0.01091 25/400 [>.............................] - ETA: 3:35 - loss: 0.0317 - dice_coefficient: 0.9744 Epoch 29: loss did not improve from 0.01091 26/400 [>.............................] - ETA: 3:35 - loss: 0.0317 - dice_coefficient: 0.9747 Epoch 29: loss did not improve from 0.01091 27/400 [=>............................] - ETA: 3:34 - loss: 0.0341 - dice_coefficient: 0.9725 Epoch 29: loss did not improve from 0.01091 28/400 [=>............................] - ETA: 3:34 - loss: 0.0338 - dice_coefficient: 0.9729 Epoch 29: loss did not improve from 0.01091 29/400 [=>............................] - ETA: 3:33 - loss: 0.0330 - dice_coefficient: 0.9735 Epoch 29: loss did not improve from 0.01091 30/400 [=>............................] - ETA: 3:33 - loss: 0.0327 - dice_coefficient: 0.9737 Epoch 29: loss did not improve from 0.01091 31/400 [=>............................] - ETA: 3:32 - loss: 0.0326 - dice_coefficient: 0.9737 Epoch 29: loss did not improve from 0.01091 32/400 [=>............................] - ETA: 3:31 - loss: 0.0327 - dice_coefficient: 0.9737 Epoch 29: loss did not improve from 0.01091 33/400 [=>............................] - ETA: 3:31 - loss: 0.0321 - dice_coefficient: 0.9742 Epoch 29: loss did not improve from 0.01091 34/400 [=>............................] - ETA: 3:30 - loss: 0.0315 - dice_coefficient: 0.9747 Epoch 29: loss did not improve from 0.01091 35/400 [=>............................] - ETA: 3:30 - loss: 0.0312 - dice_coefficient: 0.9750 Epoch 29: loss did not improve from 0.01091 36/400 [=>............................] - ETA: 3:29 - loss: 0.0316 - dice_coefficient: 0.9745 Epoch 29: loss did not improve from 0.01091 37/400 [=>............................] - ETA: 3:28 - loss: 0.0310 - dice_coefficient: 0.9751 Epoch 29: loss did not improve from 0.01091 38/400 [=>............................] - ETA: 3:28 - loss: 0.0317 - dice_coefficient: 0.9743 Epoch 29: loss did not improve from 0.01091 39/400 [=>............................] - ETA: 3:27 - loss: 0.0315 - dice_coefficient: 0.9745 Epoch 29: loss did not improve from 0.01091 40/400 [==>...........................] - ETA: 3:26 - loss: 0.0318 - dice_coefficient: 0.9741 Epoch 29: loss did not improve from 0.01091 41/400 [==>...........................] - ETA: 3:26 - loss: 0.0312 - dice_coefficient: 0.9746 Epoch 29: loss did not improve from 0.01091 42/400 [==>...........................] - ETA: 3:25 - loss: 0.0306 - dice_coefficient: 0.9751 Epoch 29: loss did not improve from 0.01091 43/400 [==>...........................] - ETA: 3:25 - loss: 0.0308 - dice_coefficient: 0.9749 Epoch 29: loss did not improve from 0.01091 44/400 [==>...........................] - ETA: 3:24 - loss: 0.0304 - dice_coefficient: 0.9752 Epoch 29: loss did not improve from 0.01091 45/400 [==>...........................] - ETA: 3:24 - loss: 0.0298 - dice_coefficient: 0.9757 Epoch 29: loss did not improve from 0.01091 46/400 [==>...........................] - ETA: 3:23 - loss: 0.0296 - dice_coefficient: 0.9759 Epoch 29: loss did not improve from 0.01091 47/400 [==>...........................] - ETA: 3:22 - loss: 0.0297 - dice_coefficient: 0.9758 Epoch 29: loss did not improve from 0.01091 48/400 [==>...........................] - ETA: 3:22 - loss: 0.0293 - dice_coefficient: 0.9761 Epoch 29: loss did not improve from 0.01091 49/400 [==>...........................] - ETA: 3:21 - loss: 0.0289 - dice_coefficient: 0.9765 Epoch 29: loss did not improve from 0.01091 50/400 [==>...........................] - ETA: 3:21 - loss: 0.0289 - dice_coefficient: 0.9764 Epoch 29: loss did not improve from 0.01091 51/400 [==>...........................] - ETA: 3:20 - loss: 0.0286 - dice_coefficient: 0.9767 Epoch 29: loss did not improve from 0.01091 52/400 [==>...........................] - ETA: 3:19 - loss: 0.0306 - dice_coefficient: 0.9748 Epoch 29: loss did not improve from 0.01091 53/400 [==>...........................] - ETA: 3:19 - loss: 0.0310 - dice_coefficient: 0.9746 Epoch 29: loss did not improve from 0.01091 54/400 [===>..........................] - ETA: 3:18 - loss: 0.0309 - dice_coefficient: 0.9746 Epoch 29: loss did not improve from 0.01091 55/400 [===>..........................] - ETA: 3:18 - loss: 0.0308 - dice_coefficient: 0.9748 Epoch 29: loss did not improve from 0.01091 56/400 [===>..........................] - ETA: 3:17 - loss: 0.0346 - dice_coefficient: 0.9714 Epoch 29: loss did not improve from 0.01091 57/400 [===>..........................] - ETA: 3:16 - loss: 0.0343 - dice_coefficient: 0.9718 Epoch 29: loss did not improve from 0.01091 58/400 [===>..........................] - ETA: 3:16 - loss: 0.0404 - dice_coefficient: 0.9668 Epoch 29: loss did not improve from 0.01091 59/400 [===>..........................] - ETA: 3:15 - loss: 0.0403 - dice_coefficient: 0.9669 Epoch 29: loss did not improve from 0.01091 60/400 [===>..........................] - ETA: 3:15 - loss: 0.0401 - dice_coefficient: 0.9671 Epoch 29: loss did not improve from 0.01091 61/400 [===>..........................] - ETA: 3:14 - loss: 0.0401 - dice_coefficient: 0.9673 Epoch 29: loss did not improve from 0.01091 62/400 [===>..........................] - ETA: 3:14 - loss: 0.0398 - dice_coefficient: 0.9675 Epoch 29: loss did not improve from 0.01091 63/400 [===>..........................] - ETA: 3:13 - loss: 0.0413 - dice_coefficient: 0.9666 Epoch 29: loss did not improve from 0.01091 64/400 [===>..........................] - ETA: 3:13 - loss: 0.0410 - dice_coefficient: 0.9669 Epoch 29: loss did not improve from 0.01091 65/400 [===>..........................] - ETA: 3:12 - loss: 0.0407 - dice_coefficient: 0.9672 Epoch 29: loss did not improve from 0.01091 66/400 [===>..........................] - ETA: 3:12 - loss: 0.0404 - dice_coefficient: 0.9674 Epoch 29: loss did not improve from 0.01091 67/400 [====>.........................] - ETA: 3:11 - loss: 0.0404 - dice_coefficient: 0.9673 Epoch 29: loss did not improve from 0.01091 68/400 [====>.........................] - ETA: 3:10 - loss: 0.0402 - dice_coefficient: 0.9675 Epoch 29: loss did not improve from 0.01091 69/400 [====>.........................] - ETA: 3:10 - loss: 0.0405 - dice_coefficient: 0.9673 Epoch 29: loss did not improve from 0.01091 70/400 [====>.........................] - ETA: 3:09 - loss: 0.0403 - dice_coefficient: 0.9675 Epoch 29: loss did not improve from 0.01091 71/400 [====>.........................] - ETA: 3:09 - loss: 0.0406 - dice_coefficient: 0.9673 Epoch 29: loss did not improve from 0.01091 72/400 [====>.........................] - ETA: 3:08 - loss: 0.0405 - dice_coefficient: 0.9674 Epoch 29: loss did not improve from 0.01091 73/400 [====>.........................] - ETA: 3:07 - loss: 0.0402 - dice_coefficient: 0.9676 Epoch 29: loss did not improve from 0.01091 74/400 [====>.........................] - ETA: 3:07 - loss: 0.0400 - dice_coefficient: 0.9677 Epoch 29: loss did not improve from 0.01091 75/400 [====>.........................] - ETA: 3:06 - loss: 0.0397 - dice_coefficient: 0.9680 Epoch 29: loss did not improve from 0.01091 76/400 [====>.........................] - ETA: 3:06 - loss: 0.0394 - dice_coefficient: 0.9683 Epoch 29: loss did not improve from 0.01091 77/400 [====>.........................] - ETA: 3:05 - loss: 0.0391 - dice_coefficient: 0.9685 Epoch 29: loss did not improve from 0.01091 78/400 [====>.........................] - ETA: 3:05 - loss: 0.0408 - dice_coefficient: 0.9669 Epoch 29: loss did not improve from 0.01091 79/400 [====>.........................] - ETA: 3:04 - loss: 0.0412 - dice_coefficient: 0.9666 Epoch 29: loss did not improve from 0.01091 80/400 [=====>........................] - ETA: 3:03 - loss: 0.0413 - dice_coefficient: 0.9664 Epoch 29: loss did not improve from 0.01091 81/400 [=====>........................] - ETA: 3:03 - loss: 0.0409 - dice_coefficient: 0.9668 Epoch 29: loss did not improve from 0.01091 82/400 [=====>........................] - ETA: 3:02 - loss: 0.0407 - dice_coefficient: 0.9669 Epoch 29: loss did not improve from 0.01091 83/400 [=====>........................] - ETA: 3:02 - loss: 0.0407 - dice_coefficient: 0.9669 Epoch 29: loss did not improve from 0.01091 84/400 [=====>........................] - ETA: 3:01 - loss: 0.0406 - dice_coefficient: 0.9670 Epoch 29: loss did not improve from 0.01091 85/400 [=====>........................] - ETA: 3:01 - loss: 0.0403 - dice_coefficient: 0.9673 Epoch 29: loss did not improve from 0.01091 86/400 [=====>........................] - ETA: 3:00 - loss: 0.0400 - dice_coefficient: 0.9676 Epoch 29: loss did not improve from 0.01091 87/400 [=====>........................] - ETA: 2:59 - loss: 0.0399 - dice_coefficient: 0.9677 Epoch 29: loss did not improve from 0.01091 88/400 [=====>........................] - ETA: 2:59 - loss: 0.0398 - dice_coefficient: 0.9677 Epoch 29: loss did not improve from 0.01091 89/400 [=====>........................] - ETA: 2:58 - loss: 0.0398 - dice_coefficient: 0.9677 Epoch 29: loss did not improve from 0.01091 90/400 [=====>........................] - ETA: 2:58 - loss: 0.0403 - dice_coefficient: 0.9672 Epoch 29: loss did not improve from 0.01091 91/400 [=====>........................] - ETA: 2:57 - loss: 0.0448 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 92/400 [=====>........................] - ETA: 2:56 - loss: 0.0446 - dice_coefficient: 0.9640 Epoch 29: loss did not improve from 0.01091 93/400 [=====>........................] - ETA: 2:56 - loss: 0.0448 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 94/400 [======>.......................] - ETA: 2:55 - loss: 0.0455 - dice_coefficient: 0.9632 Epoch 29: loss did not improve from 0.01091 95/400 [======>.......................] - ETA: 2:55 - loss: 0.0452 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 96/400 [======>.......................] - ETA: 2:54 - loss: 0.0455 - dice_coefficient: 0.9632 Epoch 29: loss did not improve from 0.01091 97/400 [======>.......................] - ETA: 2:54 - loss: 0.0453 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 98/400 [======>.......................] - ETA: 2:53 - loss: 0.0456 - dice_coefficient: 0.9631 Epoch 29: loss did not improve from 0.01091 99/400 [======>.......................] - ETA: 2:52 - loss: 0.0455 - dice_coefficient: 0.9632 Epoch 29: loss did not improve from 0.01091 100/400 [======>.......................] - ETA: 2:52 - loss: 0.0454 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 101/400 [======>.......................] - ETA: 2:51 - loss: 0.0454 - dice_coefficient: 0.9633 Epoch 29: loss did not improve from 0.01091 102/400 [======>.......................] - ETA: 2:51 - loss: 0.0452 - dice_coefficient: 0.9635 Epoch 29: loss did not improve from 0.01091 103/400 [======>.......................] - ETA: 2:50 - loss: 0.0453 - dice_coefficient: 0.9633 Epoch 29: loss did not improve from 0.01091 104/400 [======>.......................] - ETA: 2:50 - loss: 0.0450 - dice_coefficient: 0.9636 Epoch 29: loss did not improve from 0.01091 105/400 [======>.......................] - ETA: 2:49 - loss: 0.0453 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 106/400 [======>.......................] - ETA: 2:48 - loss: 0.0450 - dice_coefficient: 0.9636 Epoch 29: loss did not improve from 0.01091 107/400 [=======>......................] - ETA: 2:48 - loss: 0.0448 - dice_coefficient: 0.9638 Epoch 29: loss did not improve from 0.01091 108/400 [=======>......................] - ETA: 2:47 - loss: 0.0445 - dice_coefficient: 0.9640 Epoch 29: loss did not improve from 0.01091 109/400 [=======>......................] - ETA: 2:47 - loss: 0.0466 - dice_coefficient: 0.9622 Epoch 29: loss did not improve from 0.01091 110/400 [=======>......................] - ETA: 2:46 - loss: 0.0465 - dice_coefficient: 0.9623 Epoch 29: loss did not improve from 0.01091 111/400 [=======>......................] - ETA: 2:45 - loss: 0.0462 - dice_coefficient: 0.9626 Epoch 29: loss did not improve from 0.01091 112/400 [=======>......................] - ETA: 2:45 - loss: 0.0462 - dice_coefficient: 0.9625 Epoch 29: loss did not improve from 0.01091 113/400 [=======>......................] - ETA: 2:44 - loss: 0.0461 - dice_coefficient: 0.9625 Epoch 29: loss did not improve from 0.01091 114/400 [=======>......................] - ETA: 2:44 - loss: 0.0460 - dice_coefficient: 0.9627 Epoch 29: loss did not improve from 0.01091 115/400 [=======>......................] - ETA: 2:43 - loss: 0.0467 - dice_coefficient: 0.9621 Epoch 29: loss did not improve from 0.01091 116/400 [=======>......................] - ETA: 2:43 - loss: 0.0463 - dice_coefficient: 0.9623 Epoch 29: loss did not improve from 0.01091 117/400 [=======>......................] - ETA: 2:42 - loss: 0.0460 - dice_coefficient: 0.9626 Epoch 29: loss did not improve from 0.01091 118/400 [=======>......................] - ETA: 2:41 - loss: 0.0459 - dice_coefficient: 0.9627 Epoch 29: loss did not improve from 0.01091 119/400 [=======>......................] - ETA: 2:41 - loss: 0.0456 - dice_coefficient: 0.9629 Epoch 29: loss did not improve from 0.01091 120/400 [========>.....................] - ETA: 2:40 - loss: 0.0455 - dice_coefficient: 0.9630 Epoch 29: loss did not improve from 0.01091 121/400 [========>.....................] - ETA: 2:40 - loss: 0.0454 - dice_coefficient: 0.9631 Epoch 29: loss did not improve from 0.01091 122/400 [========>.....................] - ETA: 2:39 - loss: 0.0452 - dice_coefficient: 0.9633 Epoch 29: loss did not improve from 0.01091 123/400 [========>.....................] - ETA: 2:39 - loss: 0.0449 - dice_coefficient: 0.9635 Epoch 29: loss did not improve from 0.01091 124/400 [========>.....................] - ETA: 2:38 - loss: 0.0449 - dice_coefficient: 0.9635 Epoch 29: loss did not improve from 0.01091 125/400 [========>.....................] - ETA: 2:37 - loss: 0.0448 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 126/400 [========>.....................] - ETA: 2:37 - loss: 0.0446 - dice_coefficient: 0.9638 Epoch 29: loss did not improve from 0.01091 127/400 [========>.....................] - ETA: 2:36 - loss: 0.0444 - dice_coefficient: 0.9640 Epoch 29: loss did not improve from 0.01091 128/400 [========>.....................] - ETA: 2:36 - loss: 0.0447 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 129/400 [========>.....................] - ETA: 2:35 - loss: 0.0446 - dice_coefficient: 0.9640 Epoch 29: loss did not improve from 0.01091 130/400 [========>.....................] - ETA: 2:34 - loss: 0.0444 - dice_coefficient: 0.9642 Epoch 29: loss did not improve from 0.01091 131/400 [========>.....................] - ETA: 2:34 - loss: 0.0442 - dice_coefficient: 0.9644 Epoch 29: loss did not improve from 0.01091 132/400 [========>.....................] - ETA: 2:33 - loss: 0.0445 - dice_coefficient: 0.9643 Epoch 29: loss did not improve from 0.01091 133/400 [========>.....................] - ETA: 2:33 - loss: 0.0443 - dice_coefficient: 0.9645 Epoch 29: loss did not improve from 0.01091 134/400 [=========>....................] - ETA: 2:32 - loss: 0.0442 - dice_coefficient: 0.9645 Epoch 29: loss did not improve from 0.01091 135/400 [=========>....................] - ETA: 2:32 - loss: 0.0440 - dice_coefficient: 0.9647 Epoch 29: loss did not improve from 0.01091 136/400 [=========>....................] - ETA: 2:31 - loss: 0.0439 - dice_coefficient: 0.9649 Epoch 29: loss did not improve from 0.01091 137/400 [=========>....................] - ETA: 2:30 - loss: 0.0437 - dice_coefficient: 0.9651 Epoch 29: loss did not improve from 0.01091 138/400 [=========>....................] - ETA: 2:30 - loss: 0.0436 - dice_coefficient: 0.9651 Epoch 29: loss did not improve from 0.01091 139/400 [=========>....................] - ETA: 2:29 - loss: 0.0443 - dice_coefficient: 0.9645 Epoch 29: loss did not improve from 0.01091 140/400 [=========>....................] - ETA: 2:29 - loss: 0.0446 - dice_coefficient: 0.9642 Epoch 29: loss did not improve from 0.01091 141/400 [=========>....................] - ETA: 2:28 - loss: 0.0443 - dice_coefficient: 0.9644 Epoch 29: loss did not improve from 0.01091 142/400 [=========>....................] - ETA: 2:28 - loss: 0.0441 - dice_coefficient: 0.9646 Epoch 29: loss did not improve from 0.01091 143/400 [=========>....................] - ETA: 2:27 - loss: 0.0440 - dice_coefficient: 0.9647 Epoch 29: loss did not improve from 0.01091 144/400 [=========>....................] - ETA: 2:26 - loss: 0.0438 - dice_coefficient: 0.9649 Epoch 29: loss did not improve from 0.01091 145/400 [=========>....................] - ETA: 2:26 - loss: 0.0436 - dice_coefficient: 0.9650 Epoch 29: loss did not improve from 0.01091 146/400 [=========>....................] - ETA: 2:25 - loss: 0.0459 - dice_coefficient: 0.9633 Epoch 29: loss did not improve from 0.01091 147/400 [==========>...................] - ETA: 2:25 - loss: 0.0459 - dice_coefficient: 0.9633 Epoch 29: loss did not improve from 0.01091 148/400 [==========>...................] - ETA: 2:24 - loss: 0.0458 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 149/400 [==========>...................] - ETA: 2:24 - loss: 0.0456 - dice_coefficient: 0.9636 Epoch 29: loss did not improve from 0.01091 150/400 [==========>...................] - ETA: 2:23 - loss: 0.0455 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 151/400 [==========>...................] - ETA: 2:22 - loss: 0.0457 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 152/400 [==========>...................] - ETA: 2:22 - loss: 0.0455 - dice_coefficient: 0.9636 Epoch 29: loss did not improve from 0.01091 153/400 [==========>...................] - ETA: 2:21 - loss: 0.0453 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 154/400 [==========>...................] - ETA: 2:21 - loss: 0.0451 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 155/400 [==========>...................] - ETA: 2:20 - loss: 0.0450 - dice_coefficient: 0.9640 Epoch 29: loss did not improve from 0.01091 156/400 [==========>...................] - ETA: 2:20 - loss: 0.0451 - dice_coefficient: 0.9638 Epoch 29: loss did not improve from 0.01091 157/400 [==========>...................] - ETA: 2:19 - loss: 0.0450 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 158/400 [==========>...................] - ETA: 2:18 - loss: 0.0451 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 159/400 [==========>...................] - ETA: 2:18 - loss: 0.0449 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 160/400 [===========>..................] - ETA: 2:17 - loss: 0.0447 - dice_coefficient: 0.9641 Epoch 29: loss did not improve from 0.01091 161/400 [===========>..................] - ETA: 2:17 - loss: 0.0450 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 162/400 [===========>..................] - ETA: 2:16 - loss: 0.0459 - dice_coefficient: 0.9630 Epoch 29: loss did not improve from 0.01091 163/400 [===========>..................] - ETA: 2:15 - loss: 0.0458 - dice_coefficient: 0.9631 Epoch 29: loss did not improve from 0.01091 164/400 [===========>..................] - ETA: 2:15 - loss: 0.0457 - dice_coefficient: 0.9632 Epoch 29: loss did not improve from 0.01091 165/400 [===========>..................] - ETA: 2:14 - loss: 0.0457 - dice_coefficient: 0.9633 Epoch 29: loss did not improve from 0.01091 166/400 [===========>..................] - ETA: 2:14 - loss: 0.0455 - dice_coefficient: 0.9635 Epoch 29: loss did not improve from 0.01091 167/400 [===========>..................] - ETA: 2:13 - loss: 0.0453 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 168/400 [===========>..................] - ETA: 2:13 - loss: 0.0451 - dice_coefficient: 0.9638 Epoch 29: loss did not improve from 0.01091 169/400 [===========>..................] - ETA: 2:12 - loss: 0.0450 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 170/400 [===========>..................] - ETA: 2:11 - loss: 0.0451 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 171/400 [===========>..................] - ETA: 2:11 - loss: 0.0450 - dice_coefficient: 0.9639 Epoch 29: loss did not improve from 0.01091 172/400 [===========>..................] - ETA: 2:10 - loss: 0.0448 - dice_coefficient: 0.9640 Epoch 29: loss did not improve from 0.01091 173/400 [===========>..................] - ETA: 2:10 - loss: 0.0450 - dice_coefficient: 0.9638 Epoch 29: loss did not improve from 0.01091 174/400 [============>.................] - ETA: 2:09 - loss: 0.0455 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 175/400 [============>.................] - ETA: 2:09 - loss: 0.0453 - dice_coefficient: 0.9635 Epoch 29: loss did not improve from 0.01091 176/400 [============>.................] - ETA: 2:08 - loss: 0.0455 - dice_coefficient: 0.9634 Epoch 29: loss did not improve from 0.01091 177/400 [============>.................] - ETA: 2:07 - loss: 0.0454 - dice_coefficient: 0.9635 Epoch 29: loss did not improve from 0.01091 178/400 [============>.................] - ETA: 2:07 - loss: 0.0454 - dice_coefficient: 0.9636 Epoch 29: loss did not improve from 0.01091 179/400 [============>.................] - ETA: 2:06 - loss: 0.0453 - dice_coefficient: 0.9637 Epoch 29: loss did not improve from 0.01091 180/400 [============>.................] - ETA: 2:06 - loss: 0.0452 - dice_coefficient: 0.9638 Epoch 29: loss did not improve from 0.01091 181/400 [============>.................] - ETA: 2:05 - loss: 0.0452 - dice_coefficient: 0.9638 Epoch 29: loss did not improve from 0.01091 182/400 [============>.................] - ETA: 2:04 - loss: 0.0473 - dice_coefficient: 0.9622 Epoch 29: loss did not improve from 0.01091 183/400 [============>.................] - ETA: 2:04 - loss: 0.0473 - dice_coefficient: 0.9622 Epoch 29: loss did not improve from 0.01091 184/400 [============>.................] - ETA: 2:03 - loss: 0.0472 - dice_coefficient: 0.9623 Epoch 29: loss did not improve from 0.01091 185/400 [============>.................] - ETA: 2:03 - loss: 0.0471 - dice_coefficient: 0.9624 Epoch 29: loss did not improve from 0.01091 186/400 [============>.................] - ETA: 2:02 - loss: 0.0471 - dice_coefficient: 0.9624 Epoch 29: loss did not improve from 0.01091 187/400 [=============>................] - ETA: 2:02 - loss: 0.0469 - dice_coefficient: 0.9625 Epoch 29: loss did not improve from 0.01091 188/400 [=============>................] - ETA: 2:01 - loss: 0.0511 - dice_coefficient: 0.9598 Epoch 29: loss did not improve from 0.01091 189/400 [=============>................] - ETA: 2:00 - loss: 0.0510 - dice_coefficient: 0.9599 Epoch 29: loss did not improve from 0.01091 190/400 [=============>................] - ETA: 2:00 - loss: 0.0508 - dice_coefficient: 0.9601 Epoch 29: loss did not improve from 0.01091 191/400 [=============>................] - ETA: 1:59 - loss: 0.0506 - dice_coefficient: 0.9603 Epoch 29: loss did not improve from 0.01091 192/400 [=============>................] - ETA: 1:59 - loss: 0.0507 - dice_coefficient: 0.9601 Epoch 29: loss did not improve from 0.01091 193/400 [=============>................] - ETA: 1:58 - loss: 0.0508 - dice_coefficient: 0.9600 Epoch 29: loss did not improve from 0.01091 194/400 [=============>................] - ETA: 1:58 - loss: 0.0506 - dice_coefficient: 0.9602 Epoch 29: loss did not improve from 0.01091 195/400 [=============>................] - ETA: 1:57 - loss: 0.0504 - dice_coefficient: 0.9603 Epoch 29: loss did not improve from 0.01091 196/400 [=============>................] - ETA: 1:56 - loss: 0.0504 - dice_coefficient: 0.9603 Epoch 29: loss did not improve from 0.01091 197/400 [=============>................] - ETA: 1:56 - loss: 0.0502 - dice_coefficient: 0.9605 Epoch 29: loss did not improve from 0.01091 198/400 [=============>................] - ETA: 1:55 - loss: 0.0502 - dice_coefficient: 0.9606 Epoch 29: loss did not improve from 0.01091 199/400 [=============>................] - ETA: 1:55 - loss: 0.0504 - dice_coefficient: 0.9605 Epoch 29: loss did not improve from 0.01091 200/400 [==============>...............] - ETA: 1:54 - loss: 0.0502 - dice_coefficient: 0.9606 Epoch 29: loss did not improve from 0.01091 201/400 [==============>...............] - ETA: 1:54 - loss: 0.0500 - dice_coefficient: 0.9608 Epoch 29: loss did not improve from 0.01091 202/400 [==============>...............] - ETA: 1:53 - loss: 0.0504 - dice_coefficient: 0.9604 Epoch 29: loss did not improve from 0.01091 203/400 [==============>...............] - ETA: 1:52 - loss: 0.0507 - dice_coefficient: 0.9601 Epoch 29: loss did not improve from 0.01091 204/400 [==============>...............] - ETA: 1:52 - loss: 0.0508 - dice_coefficient: 0.9602 Epoch 29: loss did not improve from 0.01091 205/400 [==============>...............] - ETA: 1:51 - loss: 0.0511 - dice_coefficient: 0.9598 Epoch 29: loss did not improve from 0.01091 206/400 [==============>...............] - ETA: 1:51 - loss: 0.0510 - dice_coefficient: 0.9599 Epoch 29: loss did not improve from 0.01091 207/400 [==============>...............] - ETA: 1:50 - loss: 0.0509 - dice_coefficient: 0.9600 Epoch 29: loss did not improve from 0.01091 208/400 [==============>...............] - ETA: 1:50 - loss: 0.0508 - dice_coefficient: 0.9601 Epoch 29: loss did not improve from 0.01091 209/400 [==============>...............] - ETA: 1:49 - loss: 0.0508 - dice_coefficient: 0.9601 Epoch 29: loss did not improve from 0.01091 210/400 [==============>...............] - ETA: 1:48 - loss: 0.0507 - dice_coefficient: 0.9601 Epoch 29: loss did not improve from 0.01091 211/400 [==============>...............] - ETA: 1:48 - loss: 0.0506 - dice_coefficient: 0.9602 Epoch 29: loss did not improve from 0.01091 212/400 [==============>...............] - ETA: 1:47 - loss: 0.0505 - dice_coefficient: 0.9603 Epoch 29: loss did not improve from 0.01091 213/400 [==============>...............] - ETA: 1:47 - loss: 0.0503 - dice_coefficient: 0.9604 Epoch 29: loss did not improve from 0.01091 214/400 [===============>..............] - ETA: 1:46 - loss: 0.0502 - dice_coefficient: 0.9605 Epoch 29: loss did not improve from 0.01091 215/400 [===============>..............] - ETA: 1:46 - loss: 0.0503 - dice_coefficient: 0.9605 Epoch 29: loss did not improve from 0.01091 216/400 [===============>..............] - ETA: 1:45 - loss: 0.0502 - dice_coefficient: 0.9606 Epoch 29: loss did not improve from 0.01091 217/400 [===============>..............] - ETA: 1:44 - loss: 0.0500 - dice_coefficient: 0.9607 Epoch 29: loss did not improve from 0.01091 218/400 [===============>..............] - ETA: 1:44 - loss: 0.0499 - dice_coefficient: 0.9608 Epoch 29: loss did not improve from 0.01091 219/400 [===============>..............] - ETA: 1:43 - loss: 0.0498 - dice_coefficient: 0.9609 Epoch 29: loss did not improve from 0.01091 220/400 [===============>..............] - ETA: 1:43 - loss: 0.0497 - dice_coefficient: 0.9610 Epoch 29: loss did not improve from 0.01091 221/400 [===============>..............] - ETA: 1:42 - loss: 0.0497 - dice_coefficient: 0.9610 Epoch 29: loss did not improve from 0.01091 222/400 [===============>..............] - ETA: 1:42 - loss: 0.0495 - dice_coefficient: 0.9612 Epoch 29: loss did not improve from 0.01091 223/400 [===============>..............] - ETA: 1:41 - loss: 0.0498 - dice_coefficient: 0.9608 Epoch 29: loss did not improve from 0.01091 224/400 [===============>..............] - ETA: 1:40 - loss: 0.0496 - dice_coefficient: 0.9610 Epoch 29: loss did not improve from 0.01091 225/400 [===============>..............] - ETA: 1:40 - loss: 0.0497 - dice_coefficient: 0.9609 Epoch 29: loss did not improve from 0.01091 226/400 [===============>..............] - ETA: 1:39 - loss: 0.0511 - dice_coefficient: 0.9597 Epoch 29: loss did not improve from 0.01091 227/400 [================>.............] - ETA: 1:39 - loss: 0.0513 - dice_coefficient: 0.9595 Epoch 29: loss did not improve from 0.01091 228/400 [================>.............] - ETA: 1:38 - loss: 0.0511 - dice_coefficient: 0.9597 Epoch 29: loss did not improve from 0.01091 229/400 [================>.............] - ETA: 1:37 - loss: 0.0510 - dice_coefficient: 0.9598 Epoch 29: loss did not improve from 0.01091 230/400 [================>.............] - ETA: 1:37 - loss: 0.0509 - dice_coefficient: 0.9599 Epoch 29: loss did not improve from 0.01091 231/400 [================>.............] - ETA: 1:36 - loss: 0.0507 - dice_coefficient: 0.9600 Epoch 29: loss did not improve from 0.01091 232/400 [================>.............] - ETA: 1:36 - loss: 0.0506 - 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ETA: 11s - loss: 0.0952 - dice_coefficient: 0.9560 Epoch 29: loss did not improve from 0.01091 381/400 [===========================>..] - ETA: 10s - loss: 0.0951 - dice_coefficient: 0.9561 Epoch 29: loss did not improve from 0.01091 382/400 [===========================>..] - ETA: 10s - loss: 0.0949 - dice_coefficient: 0.9561 Epoch 29: loss did not improve from 0.01091 383/400 [===========================>..] - ETA: 9s - loss: 0.0947 - dice_coefficient: 0.9562 Epoch 29: loss did not improve from 0.01091 384/400 [===========================>..] - ETA: 9s - loss: 0.0946 - dice_coefficient: 0.9562 Epoch 29: loss did not improve from 0.01091 385/400 [===========================>..] - ETA: 8s - loss: 0.0944 - dice_coefficient: 0.9562 Epoch 29: loss did not improve from 0.01091 386/400 [===========================>..] - ETA: 8s - loss: 0.0943 - dice_coefficient: 0.9563 Epoch 29: loss did not improve from 0.01091 387/400 [============================>.] - ETA: 7s - loss: 0.0942 - dice_coefficient: 0.9562 Epoch 29: loss did not improve from 0.01091 388/400 [============================>.] - ETA: 6s - loss: 0.0940 - dice_coefficient: 0.9563 Epoch 29: loss did not improve from 0.01091 389/400 [============================>.] - ETA: 6s - loss: 0.0938 - dice_coefficient: 0.9564 Epoch 29: loss did not improve from 0.01091 390/400 [============================>.] - ETA: 5s - loss: 0.0936 - dice_coefficient: 0.9565 Epoch 29: loss did not improve from 0.01091 391/400 [============================>.] - ETA: 5s - loss: 0.0934 - dice_coefficient: 0.9565 Epoch 29: loss did not improve from 0.01091 392/400 [============================>.] - ETA: 4s - loss: 0.0935 - dice_coefficient: 0.9564 Epoch 29: loss did not improve from 0.01091 393/400 [============================>.] - ETA: 4s - loss: 0.0933 - dice_coefficient: 0.9565 Epoch 29: loss did not improve from 0.01091 394/400 [============================>.] - ETA: 3s - loss: 0.0931 - dice_coefficient: 0.9565 Epoch 29: loss did not improve from 0.01091 395/400 [============================>.] - ETA: 2s - loss: 0.0930 - dice_coefficient: 0.9566 Epoch 29: loss did not improve from 0.01091 396/400 [============================>.] - ETA: 2s - loss: 0.0928 - dice_coefficient: 0.9566 Epoch 29: loss did not improve from 0.01091 397/400 [============================>.] - ETA: 1s - loss: 0.0926 - dice_coefficient: 0.9567 Epoch 29: loss did not improve from 0.01091 398/400 [============================>.] - ETA: 1s - loss: 0.0925 - dice_coefficient: 0.9568 Epoch 29: loss did not improve from 0.01091 399/400 [============================>.] - ETA: 0s - loss: 0.0924 - dice_coefficient: 0.9567 Epoch 29: loss did not improve from 0.01091 400/400 [==============================] - 231s 576ms/step - loss: 0.0922 - dice_coefficient: 0.9568 - val_loss: 0.7225 - val_dice_coefficient: 0.6643 - lr: 1.0000e-06 Epoch 30/30 Epoch 30: loss did not improve from 0.01091 1/400 [..............................] - ETA: 3:41 - loss: 0.0307 - dice_coefficient: 0.9722 Epoch 30: loss did not improve from 0.01091 2/400 [..............................] - ETA: 3:48 - loss: 0.0286 - dice_coefficient: 0.9780 Epoch 30: loss did not improve from 0.01091 3/400 [..............................] - ETA: 3:46 - loss: 0.0225 - dice_coefficient: 0.9826 Epoch 30: loss did not improve from 0.01091 4/400 [..............................] - ETA: 3:45 - loss: 0.0216 - dice_coefficient: 0.9840 Epoch 30: loss did not improve from 0.01091 5/400 [..............................] - ETA: 3:46 - loss: 0.0197 - dice_coefficient: 0.9857 Epoch 30: loss did not improve from 0.01091 6/400 [..............................] - ETA: 3:45 - loss: 0.0179 - dice_coefficient: 0.9869 Epoch 30: loss did not improve from 0.01091 7/400 [..............................] - ETA: 3:44 - loss: 0.0214 - dice_coefficient: 0.9833 Epoch 30: loss did not improve from 0.01091 8/400 [..............................] - ETA: 3:43 - loss: 0.0209 - dice_coefficient: 0.9839 Epoch 30: loss did not improve from 0.01091 9/400 [..............................] - ETA: 3:43 - loss: 0.0202 - dice_coefficient: 0.9842 Epoch 30: loss did not improve from 0.01091 10/400 [..............................] - ETA: 3:43 - loss: 0.0247 - dice_coefficient: 0.9807 Epoch 30: loss did not improve from 0.01091 11/400 [..............................] - ETA: 3:43 - loss: 0.0260 - dice_coefficient: 0.9799 Epoch 30: loss did not improve from 0.01091 12/400 [..............................] - ETA: 3:42 - loss: 0.0273 - dice_coefficient: 0.9791 Epoch 30: loss did not improve from 0.01091 13/400 [..............................] - ETA: 3:42 - loss: 0.0262 - dice_coefficient: 0.9800 Epoch 30: loss did not improve from 0.01091 14/400 [>.............................] - ETA: 3:41 - loss: 0.0262 - dice_coefficient: 0.9804 Epoch 30: loss did not improve from 0.01091 15/400 [>.............................] - ETA: 3:40 - loss: 0.0355 - dice_coefficient: 0.9720 Epoch 30: loss did not improve from 0.01091 16/400 [>.............................] - ETA: 3:39 - loss: 0.0338 - dice_coefficient: 0.9733 Epoch 30: loss did not improve from 0.01091 17/400 [>.............................] - ETA: 3:39 - loss: 0.0327 - dice_coefficient: 0.9742 Epoch 30: loss did not improve from 0.01091 18/400 [>.............................] - ETA: 3:38 - loss: 0.0332 - dice_coefficient: 0.9734 Epoch 30: loss did not improve from 0.01091 19/400 [>.............................] - ETA: 3:38 - loss: 0.0329 - dice_coefficient: 0.9740 Epoch 30: loss did not improve from 0.01091 20/400 [>.............................] - ETA: 3:37 - loss: 0.0317 - dice_coefficient: 0.9750 Epoch 30: loss did not improve from 0.01091 21/400 [>.............................] - ETA: 3:37 - loss: 0.0314 - dice_coefficient: 0.9754 Epoch 30: loss did not improve from 0.01091 22/400 [>.............................] - ETA: 3:36 - loss: 0.0308 - dice_coefficient: 0.9760 Epoch 30: loss did not improve from 0.01091 23/400 [>.............................] - ETA: 3:35 - loss: 0.0318 - dice_coefficient: 0.9759 Epoch 30: loss did not improve from 0.01091 24/400 [>.............................] - ETA: 3:35 - loss: 0.0318 - dice_coefficient: 0.9758 Epoch 30: loss did not improve from 0.01091 25/400 [>.............................] - ETA: 3:35 - loss: 0.0308 - dice_coefficient: 0.9766 Epoch 30: loss did not improve from 0.01091 26/400 [>.............................] - ETA: 3:34 - loss: 0.0308 - dice_coefficient: 0.9766 Epoch 30: loss did not improve from 0.01091 27/400 [=>............................] - ETA: 3:34 - loss: 0.0320 - dice_coefficient: 0.9754 Epoch 30: loss did not improve from 0.01091 28/400 [=>............................] - ETA: 3:33 - loss: 0.0319 - dice_coefficient: 0.9754 Epoch 30: loss did not improve from 0.01091 29/400 [=>............................] - ETA: 3:32 - loss: 0.0337 - dice_coefficient: 0.9739 Epoch 30: loss did not improve from 0.01091 30/400 [=>............................] - ETA: 3:32 - loss: 0.0332 - dice_coefficient: 0.9743 Epoch 30: loss did not improve from 0.01091 31/400 [=>............................] - ETA: 3:31 - loss: 0.0331 - dice_coefficient: 0.9744 Epoch 30: loss did not improve from 0.01091 32/400 [=>............................] - ETA: 3:31 - loss: 0.0329 - dice_coefficient: 0.9748 Epoch 30: loss did not improve from 0.01091 33/400 [=>............................] - ETA: 3:30 - loss: 0.0324 - dice_coefficient: 0.9752 Epoch 30: loss did not improve from 0.01091 34/400 [=>............................] - ETA: 3:29 - loss: 0.0317 - dice_coefficient: 0.9758 Epoch 30: loss did not improve from 0.01091 35/400 [=>............................] - ETA: 3:29 - loss: 0.0320 - dice_coefficient: 0.9759 Epoch 30: loss did not improve from 0.01091 36/400 [=>............................] - ETA: 3:28 - loss: 0.0314 - dice_coefficient: 0.9764 Epoch 30: loss did not improve from 0.01091 37/400 [=>............................] - ETA: 3:28 - loss: 0.0311 - dice_coefficient: 0.9765 Epoch 30: loss did not improve from 0.01091 38/400 [=>............................] - ETA: 3:27 - loss: 0.0310 - dice_coefficient: 0.9767 Epoch 30: loss did not improve from 0.01091 39/400 [=>............................] - ETA: 3:27 - loss: 0.0305 - dice_coefficient: 0.9771 Epoch 30: loss did not improve from 0.01091 40/400 [==>...........................] - ETA: 3:27 - loss: 0.0301 - dice_coefficient: 0.9774 Epoch 30: loss did not improve from 0.01091 41/400 [==>...........................] - ETA: 3:27 - loss: 0.0308 - dice_coefficient: 0.9766 Epoch 30: loss did not improve from 0.01091 42/400 [==>...........................] - ETA: 3:26 - loss: 0.0342 - dice_coefficient: 0.9740 Epoch 30: loss did not improve from 0.01091 43/400 [==>...........................] - ETA: 3:26 - loss: 0.0360 - dice_coefficient: 0.9722 Epoch 30: loss did not improve from 0.01091 44/400 [==>...........................] - ETA: 3:25 - loss: 0.0354 - dice_coefficient: 0.9727 Epoch 30: loss did not improve from 0.01091 45/400 [==>...........................] - ETA: 3:25 - loss: 0.0355 - dice_coefficient: 0.9726 Epoch 30: loss did not improve from 0.01091 46/400 [==>...........................] - ETA: 3:24 - loss: 0.0351 - dice_coefficient: 0.9729 Epoch 30: loss did not improve from 0.01091 47/400 [==>...........................] - ETA: 3:23 - loss: 0.0348 - dice_coefficient: 0.9731 Epoch 30: loss did not improve from 0.01091 48/400 [==>...........................] - ETA: 3:23 - loss: 0.0394 - dice_coefficient: 0.9692 Epoch 30: loss did not improve from 0.01091 49/400 [==>...........................] - ETA: 3:22 - loss: 0.0398 - dice_coefficient: 0.9690 Epoch 30: loss did not improve from 0.01091 50/400 [==>...........................] - ETA: 3:21 - loss: 0.0394 - dice_coefficient: 0.9692 Epoch 30: loss did not improve from 0.01091 51/400 [==>...........................] - ETA: 3:21 - loss: 0.0390 - dice_coefficient: 0.9696 Epoch 30: loss did not improve from 0.01091 52/400 [==>...........................] - ETA: 3:20 - loss: 0.0396 - dice_coefficient: 0.9695 Epoch 30: loss did not improve from 0.01091 53/400 [==>...........................] - ETA: 3:20 - loss: 0.0394 - dice_coefficient: 0.9695 Epoch 30: loss did not improve from 0.01091 54/400 [===>..........................] - ETA: 3:19 - loss: 0.0390 - dice_coefficient: 0.9698 Epoch 30: loss did not improve from 0.01091 55/400 [===>..........................] - ETA: 3:19 - loss: 0.0389 - dice_coefficient: 0.9698 Epoch 30: loss did not improve from 0.01091 56/400 [===>..........................] - ETA: 3:19 - loss: 0.0395 - dice_coefficient: 0.9692 Epoch 30: loss did not improve from 0.01091 57/400 [===>..........................] - ETA: 3:18 - loss: 0.0392 - dice_coefficient: 0.9694 Epoch 30: loss did not improve from 0.01091 58/400 [===>..........................] - ETA: 3:17 - loss: 0.0389 - dice_coefficient: 0.9696 Epoch 30: loss did not improve from 0.01091 59/400 [===>..........................] - ETA: 3:17 - loss: 0.0487 - dice_coefficient: 0.9627 Epoch 30: loss did not improve from 0.01091 60/400 [===>..........................] - ETA: 3:16 - loss: 0.0484 - dice_coefficient: 0.9629 Epoch 30: loss did not improve from 0.01091 61/400 [===>..........................] - ETA: 3:16 - loss: 0.0479 - dice_coefficient: 0.9634 Epoch 30: loss did not improve from 0.01091 62/400 [===>..........................] - ETA: 3:15 - loss: 0.0481 - dice_coefficient: 0.9631 Epoch 30: loss did not improve from 0.01091 63/400 [===>..........................] - ETA: 3:14 - loss: 0.0476 - dice_coefficient: 0.9634 Epoch 30: loss did not improve from 0.01091 64/400 [===>..........................] - ETA: 3:14 - loss: 0.0474 - dice_coefficient: 0.9635 Epoch 30: loss did not improve from 0.01091 65/400 [===>..........................] - ETA: 3:13 - loss: 0.0473 - dice_coefficient: 0.9636 Epoch 30: loss did not improve from 0.01091 66/400 [===>..........................] - ETA: 3:13 - loss: 0.2916 - dice_coefficient: 0.9490 Epoch 30: loss did not improve from 0.01091 67/400 [====>.........................] - ETA: 3:12 - loss: 0.2875 - dice_coefficient: 0.9494 Epoch 30: loss did not improve from 0.01091 68/400 [====>.........................] - ETA: 3:11 - loss: 0.2842 - dice_coefficient: 0.9498 Epoch 30: loss did not improve from 0.01091 69/400 [====>.........................] - ETA: 3:11 - loss: 0.2805 - dice_coefficient: 0.9501 Epoch 30: loss did not improve from 0.01091 70/400 [====>.........................] - ETA: 3:10 - loss: 0.2773 - dice_coefficient: 0.9501 Epoch 30: loss did not improve from 0.01091 71/400 [====>.........................] - ETA: 3:10 - loss: 0.2749 - dice_coefficient: 0.9494 Epoch 30: loss did not improve from 0.01091 72/400 [====>.........................] - ETA: 3:09 - loss: 0.2714 - dice_coefficient: 0.9499 Epoch 30: loss did not improve from 0.01091 73/400 [====>.........................] - ETA: 3:08 - loss: 0.2678 - dice_coefficient: 0.9505 Epoch 30: loss did not improve from 0.01091 74/400 [====>.........................] - ETA: 3:08 - loss: 0.2646 - dice_coefficient: 0.9510 Epoch 30: loss did not improve from 0.01091 75/400 [====>.........................] - ETA: 3:07 - loss: 0.2633 - dice_coefficient: 0.9507 Epoch 30: loss did not improve from 0.01091 76/400 [====>.........................] - ETA: 3:07 - loss: 0.2606 - dice_coefficient: 0.9510 Epoch 30: loss did not improve from 0.01091 77/400 [====>.........................] - ETA: 3:06 - loss: 0.2575 - dice_coefficient: 0.9515 Epoch 30: loss did not improve from 0.01091 78/400 [====>.........................] - ETA: 3:06 - loss: 0.2551 - dice_coefficient: 0.9517 Epoch 30: loss did not improve from 0.01091 79/400 [====>.........................] - ETA: 3:05 - loss: 0.2523 - dice_coefficient: 0.9519 Epoch 30: loss did not improve from 0.01091 80/400 [=====>........................] - ETA: 3:05 - loss: 0.2494 - dice_coefficient: 0.9523 Epoch 30: loss did not improve from 0.01091 81/400 [=====>........................] - ETA: 3:04 - loss: 0.2467 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 82/400 [=====>........................] - ETA: 3:03 - loss: 0.2439 - dice_coefficient: 0.9531 Epoch 30: loss did not improve from 0.01091 83/400 [=====>........................] - ETA: 3:03 - loss: 0.2413 - dice_coefficient: 0.9535 Epoch 30: loss did not improve from 0.01091 84/400 [=====>........................] - ETA: 3:02 - loss: 0.2391 - dice_coefficient: 0.9537 Epoch 30: loss did not improve from 0.01091 85/400 [=====>........................] - ETA: 3:02 - loss: 0.2375 - dice_coefficient: 0.9533 Epoch 30: loss did not improve from 0.01091 86/400 [=====>........................] - ETA: 3:01 - loss: 0.2367 - dice_coefficient: 0.9520 Epoch 30: loss did not improve from 0.01091 87/400 [=====>........................] - ETA: 3:00 - loss: 0.2346 - dice_coefficient: 0.9523 Epoch 30: loss did not improve from 0.01091 88/400 [=====>........................] - ETA: 3:00 - loss: 0.2321 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 89/400 [=====>........................] - ETA: 2:59 - loss: 0.2296 - dice_coefficient: 0.9532 Epoch 30: loss did not improve from 0.01091 90/400 [=====>........................] - ETA: 2:59 - loss: 0.2278 - dice_coefficient: 0.9530 Epoch 30: loss did not improve from 0.01091 91/400 [=====>........................] - ETA: 2:58 - loss: 0.2256 - dice_coefficient: 0.9533 Epoch 30: loss did not improve from 0.01091 92/400 [=====>........................] - ETA: 2:58 - loss: 0.2235 - dice_coefficient: 0.9536 Epoch 30: loss did not improve from 0.01091 93/400 [=====>........................] - ETA: 2:57 - loss: 0.2217 - dice_coefficient: 0.9535 Epoch 30: loss did not improve from 0.01091 94/400 [======>.......................] - ETA: 2:56 - loss: 0.2203 - dice_coefficient: 0.9532 Epoch 30: loss did not improve from 0.01091 95/400 [======>.......................] - ETA: 2:56 - loss: 0.2182 - dice_coefficient: 0.9536 Epoch 30: loss did not improve from 0.01091 96/400 [======>.......................] - ETA: 2:55 - loss: 0.2162 - dice_coefficient: 0.9539 Epoch 30: loss did not improve from 0.01091 97/400 [======>.......................] - ETA: 2:55 - loss: 0.2142 - dice_coefficient: 0.9542 Epoch 30: loss did not improve from 0.01091 98/400 [======>.......................] - ETA: 2:54 - loss: 0.2157 - dice_coefficient: 0.9519 Epoch 30: loss did not improve from 0.01091 99/400 [======>.......................] - ETA: 2:53 - loss: 0.2138 - dice_coefficient: 0.9523 Epoch 30: loss did not improve from 0.01091 100/400 [======>.......................] - ETA: 2:53 - loss: 0.2118 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 101/400 [======>.......................] - ETA: 2:52 - loss: 0.2102 - dice_coefficient: 0.9528 Epoch 30: loss did not improve from 0.01091 102/400 [======>.......................] - ETA: 2:52 - loss: 0.2082 - dice_coefficient: 0.9531 Epoch 30: loss did not improve from 0.01091 103/400 [======>.......................] - ETA: 2:51 - loss: 0.2069 - dice_coefficient: 0.9530 Epoch 30: loss did not improve from 0.01091 104/400 [======>.......................] - ETA: 2:51 - loss: 0.2051 - dice_coefficient: 0.9533 Epoch 30: loss did not improve from 0.01091 105/400 [======>.......................] - ETA: 2:50 - loss: 0.2034 - dice_coefficient: 0.9535 Epoch 30: loss did not improve from 0.01091 106/400 [======>.......................] - ETA: 2:49 - loss: 0.2015 - dice_coefficient: 0.9539 Epoch 30: loss did not improve from 0.01091 107/400 [=======>......................] - ETA: 2:49 - loss: 0.1999 - dice_coefficient: 0.9542 Epoch 30: loss did not improve from 0.01091 108/400 [=======>......................] - ETA: 2:48 - loss: 0.1984 - dice_coefficient: 0.9543 Epoch 30: loss did not improve from 0.01091 109/400 [=======>......................] - ETA: 2:48 - loss: 0.1968 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 110/400 [=======>......................] - ETA: 2:47 - loss: 0.1977 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 111/400 [=======>......................] - ETA: 2:47 - loss: 0.1961 - dice_coefficient: 0.9530 Epoch 30: loss did not improve from 0.01091 112/400 [=======>......................] - ETA: 2:46 - loss: 0.1953 - dice_coefficient: 0.9526 Epoch 30: loss did not improve from 0.01091 113/400 [=======>......................] - ETA: 2:45 - loss: 0.1938 - dice_coefficient: 0.9528 Epoch 30: loss did not improve from 0.01091 114/400 [=======>......................] - ETA: 2:45 - loss: 0.1928 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 115/400 [=======>......................] - ETA: 2:44 - loss: 0.1921 - dice_coefficient: 0.9524 Epoch 30: loss did not improve from 0.01091 116/400 [=======>......................] - ETA: 2:44 - loss: 0.1905 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 117/400 [=======>......................] - ETA: 2:43 - loss: 0.1890 - dice_coefficient: 0.9531 Epoch 30: loss did not improve from 0.01091 118/400 [=======>......................] - ETA: 2:43 - loss: 0.1876 - dice_coefficient: 0.9533 Epoch 30: loss did not improve from 0.01091 119/400 [=======>......................] - ETA: 2:42 - loss: 0.1861 - dice_coefficient: 0.9536 Epoch 30: loss did not improve from 0.01091 120/400 [========>.....................] - ETA: 2:41 - loss: 0.1848 - dice_coefficient: 0.9539 Epoch 30: loss did not improve from 0.01091 121/400 [========>.....................] - ETA: 2:41 - loss: 0.1835 - dice_coefficient: 0.9540 Epoch 30: loss did not improve from 0.01091 122/400 [========>.....................] - ETA: 2:40 - loss: 0.1823 - dice_coefficient: 0.9542 Epoch 30: loss did not improve from 0.01091 123/400 [========>.....................] - ETA: 2:40 - loss: 0.1809 - dice_coefficient: 0.9545 Epoch 30: loss did not improve from 0.01091 124/400 [========>.....................] - ETA: 2:39 - loss: 0.1798 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 125/400 [========>.....................] - ETA: 2:38 - loss: 0.1788 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 126/400 [========>.....................] - ETA: 2:38 - loss: 0.1774 - dice_coefficient: 0.9549 Epoch 30: loss did not improve from 0.01091 127/400 [========>.....................] - ETA: 2:37 - loss: 0.1764 - dice_coefficient: 0.9551 Epoch 30: loss did not improve from 0.01091 128/400 [========>.....................] - ETA: 2:37 - loss: 0.1751 - dice_coefficient: 0.9553 Epoch 30: loss did not improve from 0.01091 129/400 [========>.....................] - ETA: 2:36 - loss: 0.1743 - dice_coefficient: 0.9552 Epoch 30: loss did not improve from 0.01091 130/400 [========>.....................] - ETA: 2:35 - loss: 0.1738 - dice_coefficient: 0.9549 Epoch 30: loss did not improve from 0.01091 131/400 [========>.....................] - ETA: 2:35 - loss: 0.1726 - dice_coefficient: 0.9551 Epoch 30: loss did not improve from 0.01091 132/400 [========>.....................] - ETA: 2:34 - loss: 0.1714 - dice_coefficient: 0.9553 Epoch 30: loss did not improve from 0.01091 133/400 [========>.....................] - ETA: 2:34 - loss: 0.1702 - dice_coefficient: 0.9556 Epoch 30: loss did not improve from 0.01091 134/400 [=========>....................] - ETA: 2:33 - loss: 0.1704 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 135/400 [=========>....................] - ETA: 2:32 - loss: 0.1694 - dice_coefficient: 0.9548 Epoch 30: loss did not improve from 0.01091 136/400 [=========>....................] - ETA: 2:32 - loss: 0.1683 - dice_coefficient: 0.9550 Epoch 30: loss did not improve from 0.01091 137/400 [=========>....................] - ETA: 2:31 - loss: 0.1674 - dice_coefficient: 0.9550 Epoch 30: loss did not improve from 0.01091 138/400 [=========>....................] - ETA: 2:31 - loss: 0.1663 - dice_coefficient: 0.9553 Epoch 30: loss did not improve from 0.01091 139/400 [=========>....................] - ETA: 2:30 - loss: 0.1656 - dice_coefficient: 0.9552 Epoch 30: loss did not improve from 0.01091 140/400 [=========>....................] - ETA: 2:30 - loss: 0.1648 - dice_coefficient: 0.9552 Epoch 30: loss did not improve from 0.01091 141/400 [=========>....................] - ETA: 2:29 - loss: 0.1637 - dice_coefficient: 0.9555 Epoch 30: loss did not improve from 0.01091 142/400 [=========>....................] - ETA: 2:28 - loss: 0.1641 - dice_coefficient: 0.9544 Epoch 30: loss did not improve from 0.01091 143/400 [=========>....................] - ETA: 2:28 - loss: 0.1631 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 144/400 [=========>....................] - ETA: 2:27 - loss: 0.1625 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 145/400 [=========>....................] - ETA: 2:27 - loss: 0.1617 - dice_coefficient: 0.9548 Epoch 30: loss did not improve from 0.01091 146/400 [=========>....................] - ETA: 2:26 - loss: 0.1606 - dice_coefficient: 0.9550 Epoch 30: loss did not improve from 0.01091 147/400 [==========>...................] - ETA: 2:25 - loss: 0.1614 - dice_coefficient: 0.9537 Epoch 30: loss did not improve from 0.01091 148/400 [==========>...................] - ETA: 2:25 - loss: 0.1605 - dice_coefficient: 0.9539 Epoch 30: loss did not improve from 0.01091 149/400 [==========>...................] - ETA: 2:24 - loss: 0.1599 - dice_coefficient: 0.9538 Epoch 30: loss did not improve from 0.01091 150/400 [==========>...................] - ETA: 2:24 - loss: 0.1594 - dice_coefficient: 0.9538 Epoch 30: loss did not improve from 0.01091 151/400 [==========>...................] - ETA: 2:23 - loss: 0.1585 - dice_coefficient: 0.9540 Epoch 30: loss did not improve from 0.01091 152/400 [==========>...................] - ETA: 2:23 - loss: 0.1580 - dice_coefficient: 0.9538 Epoch 30: loss did not improve from 0.01091 153/400 [==========>...................] - ETA: 2:22 - loss: 0.1571 - dice_coefficient: 0.9540 Epoch 30: loss did not improve from 0.01091 154/400 [==========>...................] - ETA: 2:21 - loss: 0.1562 - dice_coefficient: 0.9542 Epoch 30: loss did not improve from 0.01091 155/400 [==========>...................] - ETA: 2:21 - loss: 0.1552 - dice_coefficient: 0.9545 Epoch 30: loss did not improve from 0.01091 156/400 [==========>...................] - ETA: 2:20 - loss: 0.1549 - dice_coefficient: 0.9542 Epoch 30: loss did not improve from 0.01091 157/400 [==========>...................] - ETA: 2:20 - loss: 0.1546 - dice_coefficient: 0.9538 Epoch 30: loss did not improve from 0.01091 158/400 [==========>...................] - ETA: 2:19 - loss: 0.1538 - dice_coefficient: 0.9540 Epoch 30: loss did not improve from 0.01091 159/400 [==========>...................] - ETA: 2:19 - loss: 0.1529 - dice_coefficient: 0.9543 Epoch 30: loss did not improve from 0.01091 160/400 [===========>..................] - ETA: 2:18 - loss: 0.1522 - dice_coefficient: 0.9543 Epoch 30: loss did not improve from 0.01091 161/400 [===========>..................] - ETA: 2:17 - loss: 0.1516 - dice_coefficient: 0.9544 Epoch 30: loss did not improve from 0.01091 162/400 [===========>..................] - ETA: 2:17 - loss: 0.1510 - dice_coefficient: 0.9543 Epoch 30: loss did not improve from 0.01091 163/400 [===========>..................] - ETA: 2:16 - loss: 0.1508 - dice_coefficient: 0.9539 Epoch 30: loss did not improve from 0.01091 164/400 [===========>..................] - ETA: 2:16 - loss: 0.1501 - dice_coefficient: 0.9541 Epoch 30: loss did not improve from 0.01091 165/400 [===========>..................] - ETA: 2:15 - loss: 0.1492 - dice_coefficient: 0.9543 Epoch 30: loss did not improve from 0.01091 166/400 [===========>..................] - ETA: 2:14 - loss: 0.1483 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 167/400 [===========>..................] - ETA: 2:14 - loss: 0.1481 - dice_coefficient: 0.9543 Epoch 30: loss did not improve from 0.01091 168/400 [===========>..................] - ETA: 2:13 - loss: 0.1473 - dice_coefficient: 0.9545 Epoch 30: loss did not improve from 0.01091 169/400 [===========>..................] - ETA: 2:13 - loss: 0.1468 - dice_coefficient: 0.9545 Epoch 30: loss did not improve from 0.01091 170/400 [===========>..................] - ETA: 2:12 - loss: 0.1464 - dice_coefficient: 0.9544 Epoch 30: loss did not improve from 0.01091 171/400 [===========>..................] - ETA: 2:12 - loss: 0.1479 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 172/400 [===========>..................] - ETA: 2:11 - loss: 0.1471 - dice_coefficient: 0.9529 Epoch 30: loss did not improve from 0.01091 173/400 [===========>..................] - ETA: 2:10 - loss: 0.1468 - dice_coefficient: 0.9527 Epoch 30: loss did not improve from 0.01091 174/400 [============>.................] - ETA: 2:10 - loss: 0.1461 - dice_coefficient: 0.9530 Epoch 30: loss did not improve from 0.01091 175/400 [============>.................] - ETA: 2:09 - loss: 0.1453 - dice_coefficient: 0.9532 Epoch 30: loss did not improve from 0.01091 176/400 [============>.................] - ETA: 2:09 - loss: 0.1448 - dice_coefficient: 0.9531 Epoch 30: loss did not improve from 0.01091 177/400 [============>.................] - ETA: 2:08 - loss: 0.1442 - dice_coefficient: 0.9532 Epoch 30: loss did not improve from 0.01091 178/400 [============>.................] - ETA: 2:07 - loss: 0.1435 - dice_coefficient: 0.9534 Epoch 30: loss did not improve from 0.01091 179/400 [============>.................] - ETA: 2:07 - loss: 0.1428 - dice_coefficient: 0.9536 Epoch 30: loss did not improve from 0.01091 180/400 [============>.................] - ETA: 2:06 - loss: 0.1423 - dice_coefficient: 0.9537 Epoch 30: loss did not improve from 0.01091 181/400 [============>.................] - ETA: 2:06 - loss: 0.1415 - dice_coefficient: 0.9539 Epoch 30: loss did not improve from 0.01091 182/400 [============>.................] - ETA: 2:05 - loss: 0.1412 - dice_coefficient: 0.9537 Epoch 30: loss did not improve from 0.01091 183/400 [============>.................] - ETA: 2:05 - loss: 0.1405 - dice_coefficient: 0.9539 Epoch 30: loss did not improve from 0.01091 184/400 [============>.................] - ETA: 2:04 - loss: 0.1398 - dice_coefficient: 0.9541 Epoch 30: loss did not improve from 0.01091 185/400 [============>.................] - ETA: 2:03 - loss: 0.1394 - dice_coefficient: 0.9541 Epoch 30: loss did not improve from 0.01091 186/400 [============>.................] - ETA: 2:03 - loss: 0.1389 - dice_coefficient: 0.9541 Epoch 30: loss did not improve from 0.01091 187/400 [=============>................] - ETA: 2:02 - loss: 0.1383 - dice_coefficient: 0.9542 Epoch 30: loss did not improve from 0.01091 188/400 [=============>................] - ETA: 2:02 - loss: 0.1377 - dice_coefficient: 0.9544 Epoch 30: loss did not improve from 0.01091 189/400 [=============>................] - ETA: 2:01 - loss: 0.1372 - dice_coefficient: 0.9544 Epoch 30: loss did not improve from 0.01091 190/400 [=============>................] - ETA: 2:01 - loss: 0.1367 - dice_coefficient: 0.9544 Epoch 30: loss did not improve from 0.01091 191/400 [=============>................] - ETA: 2:00 - loss: 0.1361 - dice_coefficient: 0.9546 Epoch 30: loss did not improve from 0.01091 192/400 [=============>................] - ETA: 1:59 - loss: 0.1356 - dice_coefficient: 0.9547 Epoch 30: loss did not improve from 0.01091 193/400 [=============>................] - ETA: 1:59 - loss: 0.1349 - dice_coefficient: 0.9549 Epoch 30: loss did not improve from 0.01091 194/400 [=============>................] - ETA: 1:58 - loss: 0.1344 - dice_coefficient: 0.9550 Epoch 30: loss did not improve from 0.01091 195/400 [=============>................] - ETA: 1:58 - loss: 0.1338 - dice_coefficient: 0.9552 Epoch 30: loss did not improve from 0.01091 196/400 [=============>................] - ETA: 1:57 - loss: 0.1335 - dice_coefficient: 0.9550 Epoch 30: loss did not improve from 0.01091 197/400 [=============>................] - ETA: 1:56 - loss: 0.1330 - dice_coefficient: 0.9551 Epoch 30: loss did not improve from 0.01091 198/400 [=============>................] - ETA: 1:56 - loss: 0.1326 - dice_coefficient: 0.9552 Epoch 30: loss did not improve from 0.01091 199/400 [=============>................] - ETA: 1:55 - loss: 0.1321 - dice_coefficient: 0.9553 Epoch 30: loss did not improve from 0.01091 200/400 [==============>...............] - ETA: 1:55 - loss: 0.1315 - dice_coefficient: 0.9554 Epoch 30: loss did not improve from 0.01091 201/400 [==============>...............] - ETA: 1:54 - loss: 0.1309 - dice_coefficient: 0.9556 Epoch 30: loss did not improve from 0.01091 202/400 [==============>...............] - ETA: 1:54 - loss: 0.1303 - dice_coefficient: 0.9558 Epoch 30: loss did not improve from 0.01091 203/400 [==============>...............] - ETA: 1:53 - loss: 0.1298 - dice_coefficient: 0.9559 Epoch 30: loss did not improve from 0.01091 204/400 [==============>...............] - ETA: 1:52 - loss: 0.1295 - dice_coefficient: 0.9558 Epoch 30: loss did not improve from 0.01091 205/400 [==============>...............] - ETA: 1:52 - loss: 0.1290 - dice_coefficient: 0.9559 Epoch 30: loss did not improve from 0.01091 206/400 [==============>...............] - ETA: 1:51 - loss: 0.1285 - dice_coefficient: 0.9561 Epoch 30: loss did not improve from 0.01091 207/400 [==============>...............] - ETA: 1:51 - loss: 0.1279 - dice_coefficient: 0.9562 Epoch 30: loss did not improve from 0.01091 208/400 [==============>...............] - ETA: 1:50 - loss: 0.1275 - dice_coefficient: 0.9563 Epoch 30: loss did not improve from 0.01091 209/400 [==============>...............] - ETA: 1:49 - loss: 0.1270 - dice_coefficient: 0.9565 Epoch 30: loss did not improve from 0.01091 210/400 [==============>...............] - ETA: 1:49 - loss: 0.1269 - dice_coefficient: 0.9563 Epoch 30: loss did not improve from 0.01091 211/400 [==============>...............] - ETA: 1:48 - loss: 0.1264 - dice_coefficient: 0.9564 Epoch 30: loss did not improve from 0.01091 212/400 [==============>...............] - ETA: 1:48 - loss: 0.1259 - dice_coefficient: 0.9566 Epoch 30: loss did not improve from 0.01091 213/400 [==============>...............] - ETA: 1:47 - loss: 0.1255 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 214/400 [===============>..............] - ETA: 1:47 - loss: 0.1254 - dice_coefficient: 0.9564 Epoch 30: loss did not improve from 0.01091 215/400 [===============>..............] - ETA: 1:46 - loss: 0.1249 - dice_coefficient: 0.9565 Epoch 30: loss did not improve from 0.01091 216/400 [===============>..............] - ETA: 1:45 - loss: 0.1244 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 217/400 [===============>..............] - ETA: 1:45 - loss: 0.1239 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 218/400 [===============>..............] - ETA: 1:44 - loss: 0.1235 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 219/400 [===============>..............] - ETA: 1:44 - loss: 0.1231 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 220/400 [===============>..............] - ETA: 1:43 - loss: 0.1227 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 221/400 [===============>..............] - ETA: 1:43 - loss: 0.1223 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 222/400 [===============>..............] - ETA: 1:42 - loss: 0.1219 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 223/400 [===============>..............] - ETA: 1:41 - loss: 0.1215 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 224/400 [===============>..............] - ETA: 1:41 - loss: 0.1216 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 225/400 [===============>..............] - ETA: 1:40 - loss: 0.1211 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 226/400 [===============>..............] - ETA: 1:40 - loss: 0.1210 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 227/400 [================>.............] - ETA: 1:39 - loss: 0.1206 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 228/400 [================>.............] - ETA: 1:39 - loss: 0.1201 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 229/400 [================>.............] - ETA: 1:38 - loss: 0.1197 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 230/400 [================>.............] - ETA: 1:37 - loss: 0.1194 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 231/400 [================>.............] - ETA: 1:37 - loss: 0.1190 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 232/400 [================>.............] - ETA: 1:36 - loss: 0.1185 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 233/400 [================>.............] - ETA: 1:36 - loss: 0.1181 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 234/400 [================>.............] - ETA: 1:35 - loss: 0.1177 - dice_coefficient: 0.9577 Epoch 30: loss did not improve from 0.01091 235/400 [================>.............] - ETA: 1:34 - loss: 0.1172 - dice_coefficient: 0.9578 Epoch 30: loss did not improve from 0.01091 236/400 [================>.............] - ETA: 1:34 - loss: 0.1168 - dice_coefficient: 0.9580 Epoch 30: loss did not improve from 0.01091 237/400 [================>.............] - ETA: 1:33 - loss: 0.1164 - dice_coefficient: 0.9581 Epoch 30: loss did not improve from 0.01091 238/400 [================>.............] - ETA: 1:33 - loss: 0.1161 - dice_coefficient: 0.9581 Epoch 30: loss did not improve from 0.01091 239/400 [================>.............] - ETA: 1:32 - loss: 0.1160 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 240/400 [=================>............] - ETA: 1:32 - loss: 0.1156 - dice_coefficient: 0.9581 Epoch 30: loss did not improve from 0.01091 241/400 [=================>............] - ETA: 1:31 - loss: 0.1153 - dice_coefficient: 0.9581 Epoch 30: loss did not improve from 0.01091 242/400 [=================>............] - ETA: 1:30 - loss: 0.1152 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 243/400 [=================>............] - ETA: 1:30 - loss: 0.1148 - dice_coefficient: 0.9580 Epoch 30: loss did not improve from 0.01091 244/400 [=================>............] - ETA: 1:29 - loss: 0.1145 - dice_coefficient: 0.9581 Epoch 30: loss did not improve from 0.01091 245/400 [=================>............] - ETA: 1:29 - loss: 0.1140 - dice_coefficient: 0.9583 Epoch 30: loss did not improve from 0.01091 246/400 [=================>............] - ETA: 1:28 - loss: 0.1136 - dice_coefficient: 0.9584 Epoch 30: loss did not improve from 0.01091 247/400 [=================>............] - ETA: 1:28 - loss: 0.1133 - dice_coefficient: 0.9584 Epoch 30: loss did not improve from 0.01091 248/400 [=================>............] - ETA: 1:27 - loss: 0.1131 - dice_coefficient: 0.9584 Epoch 30: loss did not improve from 0.01091 249/400 [=================>............] - ETA: 1:26 - loss: 0.1130 - dice_coefficient: 0.9582 Epoch 30: loss did not improve from 0.01091 250/400 [=================>............] - ETA: 1:26 - loss: 0.1129 - dice_coefficient: 0.9581 Epoch 30: loss did not improve from 0.01091 251/400 [=================>............] - ETA: 1:25 - loss: 0.1125 - dice_coefficient: 0.9582 Epoch 30: loss did not improve from 0.01091 252/400 [=================>............] - ETA: 1:25 - loss: 0.1121 - dice_coefficient: 0.9583 Epoch 30: loss did not improve from 0.01091 253/400 [=================>............] - ETA: 1:24 - loss: 0.1118 - dice_coefficient: 0.9584 Epoch 30: loss did not improve from 0.01091 254/400 [==================>...........] - ETA: 1:24 - loss: 0.1115 - dice_coefficient: 0.9585 Epoch 30: loss did not improve from 0.01091 255/400 [==================>...........] - ETA: 1:23 - loss: 0.1111 - dice_coefficient: 0.9586 Epoch 30: loss did not improve from 0.01091 256/400 [==================>...........] - ETA: 1:22 - loss: 0.1110 - dice_coefficient: 0.9585 Epoch 30: loss did not improve from 0.01091 257/400 [==================>...........] - ETA: 1:22 - loss: 0.1107 - dice_coefficient: 0.9586 Epoch 30: loss did not improve from 0.01091 258/400 [==================>...........] - ETA: 1:21 - loss: 0.1105 - dice_coefficient: 0.9585 Epoch 30: loss did not improve from 0.01091 259/400 [==================>...........] - ETA: 1:21 - loss: 0.1102 - dice_coefficient: 0.9586 Epoch 30: loss did not improve from 0.01091 260/400 [==================>...........] - ETA: 1:20 - loss: 0.1098 - dice_coefficient: 0.9587 Epoch 30: loss did not improve from 0.01091 261/400 [==================>...........] - ETA: 1:19 - loss: 0.1101 - dice_coefficient: 0.9583 Epoch 30: loss did not improve from 0.01091 262/400 [==================>...........] - ETA: 1:19 - loss: 0.1097 - dice_coefficient: 0.9584 Epoch 30: loss did not improve from 0.01091 263/400 [==================>...........] - ETA: 1:18 - loss: 0.1094 - dice_coefficient: 0.9585 Epoch 30: loss did not improve from 0.01091 264/400 [==================>...........] - ETA: 1:18 - loss: 0.1091 - dice_coefficient: 0.9585 Epoch 30: loss did not improve from 0.01091 265/400 [==================>...........] - ETA: 1:17 - loss: 0.1089 - dice_coefficient: 0.9585 Epoch 30: loss did not improve from 0.01091 266/400 [==================>...........] - ETA: 1:17 - loss: 0.1090 - dice_coefficient: 0.9582 Epoch 30: loss did not improve from 0.01091 267/400 [===================>..........] - ETA: 1:16 - loss: 0.1087 - dice_coefficient: 0.9583 Epoch 30: loss did not improve from 0.01091 268/400 [===================>..........] - ETA: 1:15 - loss: 0.1084 - dice_coefficient: 0.9583 Epoch 30: loss did not improve from 0.01091 269/400 [===================>..........] - ETA: 1:15 - loss: 0.1081 - dice_coefficient: 0.9584 Epoch 30: loss did not improve from 0.01091 270/400 [===================>..........] - ETA: 1:14 - loss: 0.1103 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 271/400 [===================>..........] - ETA: 1:14 - loss: 0.1100 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 272/400 [===================>..........] - ETA: 1:13 - loss: 0.1097 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 273/400 [===================>..........] - ETA: 1:13 - loss: 0.1094 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 274/400 [===================>..........] - ETA: 1:12 - loss: 0.1091 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 275/400 [===================>..........] - ETA: 1:11 - loss: 0.1088 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 276/400 [===================>..........] - ETA: 1:11 - loss: 0.1089 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 277/400 [===================>..........] - ETA: 1:10 - loss: 0.1086 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 278/400 [===================>..........] - ETA: 1:10 - loss: 0.1083 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 279/400 [===================>..........] - ETA: 1:09 - loss: 0.1080 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 280/400 [====================>.........] - ETA: 1:09 - loss: 0.1077 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 281/400 [====================>.........] - ETA: 1:08 - loss: 0.1083 - dice_coefficient: 0.9566 Epoch 30: loss did not improve from 0.01091 282/400 [====================>.........] - ETA: 1:07 - loss: 0.1080 - dice_coefficient: 0.9566 Epoch 30: loss did not improve from 0.01091 283/400 [====================>.........] - ETA: 1:07 - loss: 0.1077 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 284/400 [====================>.........] - ETA: 1:06 - loss: 0.1074 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 285/400 [====================>.........] - ETA: 1:06 - loss: 0.1072 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 286/400 [====================>.........] - ETA: 1:05 - loss: 0.1069 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 287/400 [====================>.........] - ETA: 1:05 - loss: 0.1066 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 288/400 [====================>.........] - ETA: 1:04 - loss: 0.1063 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 289/400 [====================>.........] - ETA: 1:03 - loss: 0.1061 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 290/400 [====================>.........] - ETA: 1:03 - loss: 0.1060 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 291/400 [====================>.........] - ETA: 1:02 - loss: 0.1057 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 292/400 [====================>.........] - ETA: 1:02 - loss: 0.1054 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 293/400 [====================>.........] - ETA: 1:01 - loss: 0.1051 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 294/400 [=====================>........] - ETA: 1:01 - loss: 0.1048 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 295/400 [=====================>........] - ETA: 1:00 - loss: 0.1048 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 296/400 [=====================>........] - ETA: 59s - loss: 0.1045 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 297/400 [=====================>........] - ETA: 59s - loss: 0.1044 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 298/400 [=====================>........] - ETA: 58s - loss: 0.1042 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 299/400 [=====================>........] - ETA: 58s - loss: 0.1039 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 300/400 [=====================>........] - ETA: 57s - loss: 0.1046 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 301/400 [=====================>........] - ETA: 56s - loss: 0.1044 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 302/400 [=====================>........] - ETA: 56s - loss: 0.1041 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 303/400 [=====================>........] - ETA: 55s - loss: 0.1038 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 304/400 [=====================>........] - ETA: 55s - loss: 0.1037 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 305/400 [=====================>........] - ETA: 54s - loss: 0.1034 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 306/400 [=====================>........] - ETA: 54s - loss: 0.1031 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 307/400 [======================>.......] - ETA: 53s - loss: 0.1030 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 308/400 [======================>.......] - ETA: 52s - loss: 0.1028 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 309/400 [======================>.......] - ETA: 52s - loss: 0.1028 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 310/400 [======================>.......] - ETA: 51s - loss: 0.1025 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 311/400 [======================>.......] - ETA: 51s - loss: 0.1022 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 312/400 [======================>.......] - ETA: 50s - loss: 0.1020 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 313/400 [======================>.......] - ETA: 50s - loss: 0.1018 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 314/400 [======================>.......] - ETA: 49s - loss: 0.1016 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 315/400 [======================>.......] - ETA: 48s - loss: 0.1014 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 316/400 [======================>.......] - ETA: 48s - loss: 0.1013 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 317/400 [======================>.......] - ETA: 47s - loss: 0.1010 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 318/400 [======================>.......] - ETA: 47s - loss: 0.1008 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 319/400 [======================>.......] - ETA: 46s - loss: 0.1008 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 320/400 [=======================>......] - ETA: 46s - loss: 0.1005 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 321/400 [=======================>......] - ETA: 45s - loss: 0.1002 - dice_coefficient: 0.9577 Epoch 30: loss did not improve from 0.01091 322/400 [=======================>......] - ETA: 44s - loss: 0.1000 - dice_coefficient: 0.9578 Epoch 30: loss did not improve from 0.01091 323/400 [=======================>......] - ETA: 44s - loss: 0.0997 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 324/400 [=======================>......] - ETA: 43s - loss: 0.0997 - dice_coefficient: 0.9577 Epoch 30: loss did not improve from 0.01091 325/400 [=======================>......] - ETA: 43s - loss: 0.1001 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 326/400 [=======================>......] - ETA: 42s - loss: 0.0999 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 327/400 [=======================>......] - ETA: 41s - loss: 0.0998 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 328/400 [=======================>......] - ETA: 41s - loss: 0.0996 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 329/400 [=======================>......] - ETA: 40s - loss: 0.0994 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 330/400 [=======================>......] - ETA: 40s - loss: 0.0992 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 331/400 [=======================>......] - ETA: 39s - loss: 0.0990 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 332/400 [=======================>......] - ETA: 39s - loss: 0.0989 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 333/400 [=======================>......] - ETA: 38s - loss: 0.0987 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 334/400 [========================>.....] - ETA: 37s - loss: 0.0990 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 335/400 [========================>.....] - ETA: 37s - loss: 0.0989 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 336/400 [========================>.....] - ETA: 36s - loss: 0.0986 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 337/400 [========================>.....] - ETA: 36s - loss: 0.0986 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 338/400 [========================>.....] - ETA: 35s - loss: 0.0985 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 339/400 [========================>.....] - ETA: 35s - loss: 0.0988 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 340/400 [========================>.....] - ETA: 34s - loss: 0.0986 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 341/400 [========================>.....] - ETA: 33s - loss: 0.0983 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 342/400 [========================>.....] - ETA: 33s - loss: 0.0982 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 343/400 [========================>.....] - ETA: 32s - loss: 0.0980 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 344/400 [========================>.....] - ETA: 32s - loss: 0.0978 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 345/400 [========================>.....] - ETA: 31s - loss: 0.0976 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 346/400 [========================>.....] - ETA: 31s - loss: 0.0974 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 347/400 [=========================>....] - ETA: 30s - loss: 0.0976 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 348/400 [=========================>....] - ETA: 29s - loss: 0.0975 - dice_coefficient: 0.9567 Epoch 30: loss did not improve from 0.01091 349/400 [=========================>....] - ETA: 29s - loss: 0.0973 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 350/400 [=========================>....] - ETA: 28s - loss: 0.0971 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 351/400 [=========================>....] - ETA: 28s - loss: 0.0969 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 352/400 [=========================>....] - ETA: 27s - loss: 0.0969 - dice_coefficient: 0.9568 Epoch 30: loss did not improve from 0.01091 353/400 [=========================>....] - ETA: 27s - loss: 0.0967 - dice_coefficient: 0.9569 Epoch 30: loss did not improve from 0.01091 354/400 [=========================>....] - ETA: 26s - loss: 0.0965 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 355/400 [=========================>....] - ETA: 25s - loss: 0.0963 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 356/400 [=========================>....] - ETA: 25s - loss: 0.0961 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 357/400 [=========================>....] - ETA: 24s - loss: 0.0960 - dice_coefficient: 0.9570 Epoch 30: loss did not improve from 0.01091 358/400 [=========================>....] - ETA: 24s - loss: 0.0958 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 359/400 [=========================>....] - ETA: 23s - loss: 0.0957 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 360/400 [==========================>...] - ETA: 23s - loss: 0.0955 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 361/400 [==========================>...] - ETA: 22s - loss: 0.0953 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 362/400 [==========================>...] - ETA: 21s - loss: 0.0951 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 363/400 [==========================>...] - ETA: 21s - loss: 0.0949 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 364/400 [==========================>...] - ETA: 20s - loss: 0.0947 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 365/400 [==========================>...] - ETA: 20s - loss: 0.0945 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 366/400 [==========================>...] - ETA: 19s - loss: 0.0945 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 367/400 [==========================>...] - ETA: 18s - loss: 0.0943 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 368/400 [==========================>...] - ETA: 18s - loss: 0.0941 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 369/400 [==========================>...] - ETA: 17s - loss: 0.0941 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 370/400 [==========================>...] - ETA: 17s - loss: 0.0939 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 371/400 [==========================>...] - ETA: 16s - loss: 0.0937 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 372/400 [==========================>...] - ETA: 16s - loss: 0.0935 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 373/400 [==========================>...] - ETA: 15s - loss: 0.0934 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 374/400 [===========================>..] - ETA: 14s - loss: 0.0932 - dice_coefficient: 0.9577 Epoch 30: loss did not improve from 0.01091 375/400 [===========================>..] - ETA: 14s - loss: 0.0930 - dice_coefficient: 0.9578 Epoch 30: loss did not improve from 0.01091 376/400 [===========================>..] - ETA: 13s - loss: 0.0929 - dice_coefficient: 0.9578 Epoch 30: loss did not improve from 0.01091 377/400 [===========================>..] - ETA: 13s - loss: 0.0927 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 378/400 [===========================>..] - ETA: 12s - loss: 0.0929 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 379/400 [===========================>..] - ETA: 12s - loss: 0.0928 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 380/400 [===========================>..] - ETA: 11s - loss: 0.0926 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 381/400 [===========================>..] - ETA: 10s - loss: 0.0925 - dice_coefficient: 0.9576 Epoch 30: loss did not improve from 0.01091 382/400 [===========================>..] - ETA: 10s - loss: 0.0923 - dice_coefficient: 0.9577 Epoch 30: loss did not improve from 0.01091 383/400 [===========================>..] - ETA: 9s - loss: 0.0921 - dice_coefficient: 0.9578 Epoch 30: loss did not improve from 0.01091 384/400 [===========================>..] - ETA: 9s - loss: 0.0919 - dice_coefficient: 0.9578 Epoch 30: loss did not improve from 0.01091 385/400 [===========================>..] - ETA: 8s - loss: 0.0918 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 386/400 [===========================>..] - ETA: 8s - loss: 0.0916 - dice_coefficient: 0.9580 Epoch 30: loss did not improve from 0.01091 387/400 [============================>.] - ETA: 7s - loss: 0.0915 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 388/400 [============================>.] - ETA: 6s - loss: 0.0914 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 389/400 [============================>.] - ETA: 6s - loss: 0.0914 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 390/400 [============================>.] - ETA: 5s - loss: 0.0913 - dice_coefficient: 0.9579 Epoch 30: loss did not improve from 0.01091 391/400 [============================>.] - ETA: 5s - loss: 0.0922 - dice_coefficient: 0.9571 Epoch 30: loss did not improve from 0.01091 392/400 [============================>.] - ETA: 4s - loss: 0.0920 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 393/400 [============================>.] - ETA: 4s - loss: 0.0919 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 394/400 [============================>.] - ETA: 3s - loss: 0.0918 - dice_coefficient: 0.9572 Epoch 30: loss did not improve from 0.01091 395/400 [============================>.] - ETA: 2s - loss: 0.0916 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 396/400 [============================>.] - ETA: 2s - loss: 0.0915 - dice_coefficient: 0.9573 Epoch 30: loss did not improve from 0.01091 397/400 [============================>.] - ETA: 1s - loss: 0.0913 - dice_coefficient: 0.9574 Epoch 30: loss did not improve from 0.01091 398/400 [============================>.] - ETA: 1s - loss: 0.0911 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 399/400 [============================>.] - ETA: 0s - loss: 0.0910 - dice_coefficient: 0.9575 Epoch 30: loss did not improve from 0.01091 400/400 [==============================] - 231s 577ms/step - loss: 0.0909 - dice_coefficient: 0.9575 - val_loss: 0.7083 - val_dice_coefficient: 0.6730 - lr: 1.0000e-06
model.evaluate(X_test,y_test,verbose=1)
model.evaluate(X_train,y_train,verbose=1)
1/1 [==============================] - 2s 2s/step - loss: 0.6212 - dice_coefficient: 0.7224 13/13 [==============================] - 39s 3s/step - loss: 0.5094 - dice_coefficient: 0.7653
[0.5093904733657837, 0.7652994990348816]
## Accuracy and Loss plots
dice_coefficient = tr_history.history['dice_coefficient']
val_dice_coefficient = tr_history.history['val_dice_coefficient']
loss = tr_history.history['loss']
val_loss = tr_history.history['val_loss']
epochs = range(len(dice_coefficient)) # Get number of epochs
plt.plot (epochs, dice_coefficient, label = 'training accuracy')
plt.plot (epochs, val_dice_coefficient, label = 'validation accuracy')
plt.title ('Training and validation accuracy')
plt.legend(loc = 'lower right')
plt.figure()
plt.plot (epochs, loss, label = 'training loss')
plt.plot (epochs, val_loss, label = 'validation loss')
plt.legend(loc = 'upper right')
plt.title ('Training and validation loss')
Text(0.5, 1.0, 'Training and validation loss')
1) Here Mobinet uses lower GPU and image quality. UNET is eliminating the drawback of mobilenet.
2) Mobilenet initial layers at start followed by UNET because in real time photos, pictures will be of low,moderate and high quality. In the end images will be uploaded by api through cloud or hardwares. so both this model makes the system hybrid and gets the best out of it.
3) Found the best model after 30 epochs and saved the model weights "model-0.01.h5".
4) Training - loss: 0.5094 - dice_coefficient: 0.7653
5) Validation/Testing: loss: 0.6212 - dice_coefficient: 0.7224
6) As seen in graph dice coefficient and loss are inversely proportional to eachother.
7) If Deviation is less that means the similarity is more.
8) Further the training an validation is not overfitting
9) More Accuracy with respect to similarity can be gained if we use mobilenetv3 and Unet++ in near future.
#load Seved model weight
WEIGHTS_FILE = "model-0.01.h5"
learned_model = create_model()
learned_model.load_weights(WEIGHTS_FILE)
y_pred= learned_model.predict(X_test,verbose=1)
1/1 [==============================] - 2s 2s/step
# Sample Image
#sample_image = X_test[3]
n=3
image = cv2.resize(X_test[n], dsize=(IMAGE_HEIGHT, IMAGE_WIDTH), interpolation=cv2.INTER_CUBIC)
#feat_scaled = preprocess_input(np.array(image, dtype=np.float32))
pred_mask = cv2.resize(1.0*(y_pred[n]> 0.1), (IMAGE_WIDTH,IMAGE_HEIGHT))
image2 = image
image2[:,:,0] = pred_mask*image[:,:,0]
image2[:,:,1] = pred_mask*image[:,:,1]
image2[:,:,2] = pred_mask*image[:,:,2]
out_image = image2
fig = plt.figure(figsize=(15,8))
ax = fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(out_image)
Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).
<matplotlib.image.AxesImage at 0x214bc77aca0>
fig = plt.figure(figsize = (15,8))
ax= fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(pred_mask,alpha=1)
<matplotlib.image.AxesImage at 0x214bd91cbe0>
#from google.colab.patches import cv2_imshow
img = cv2.imread('image.jpg',1)
mask = cv2.imread('mask.jpg',1)
img= cv2.add(img,mask)
fig = plt.figure(figsize=(15,8))
ax = fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(X_test[n])
plt.savefig('Image.jpg',bbox_inches ='tight', pad_inches = 0)
Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).
fig= plt.figure(figsize=(15,8))
ax= fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(y_pred[n],alpha=1)
plt.savefig('mask.jpg',bbox_inches='tight',pad_inches=0)
img= cv2.imread("image.jpg",1)
mask= cv2.imread("mask.jpg",1)
img= cv2.add(img,mask)
fig=plt.figure(figsize=(15,7.2))
ax= fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(img)
<matplotlib.image.AxesImage at 0x214bc58f970>
Company X owns a movie application and repository which caters movie streaming to millions of users who on subscription basis. Company wants to automate the process of cast and crew information in each scene from a movie such that when a user pauses on the movie and clicks on cast information button, the app will show details of the actor in the scene. Company has an in-house computer vision and multimedia experts who need to detect faces from screen shots from the movie scene. The data labelling is already done. Since there higher time complexity is involved in theThe dataset comprises of face images.
To create an image dataset to be used by AI team build an image classifier data. Profile images of people are given.
Faceimages = "training_images-20211126T092819Z-001.zip"
from zipfile import ZipFile
with ZipFile(Faceimages,'r') as zip:
zip.extractall("")
import cv2
def load_image(path):
img = cv2.imread(path, 1)
# OpenCV loads images with color channels
# in BGR order. So we need to reverse them
return img[...,::-1]
Hint: You can use ’haarcascade_frontalface_default.xml’ from internet to detect faces which is available open source.
%pwd
'C:\\Users\\hp\\Computer vision'
import numpy as np
import os
class IdentityMetadata1():
def __init__(self, base, file):
# print(base, name, file)
# dataset base directory
self.base = base
# identity name
# image file name
self.file = file
def __repr__(self):
return self.image_path()
def image_path(self):
return os.path.join(self.base, self.file)
def load_metadata1(path):
metadata12 = []
exts=[]
for f in os.listdir(path):
# Check file extension. Allow only jpg/jpeg' files.
ext = os.path.splitext(f)[1]
if ext == '.jpg' or ext == '.jpeg':
metadata12.append(IdentityMetadata1(path,f))
exts.append(ext)
return np.array(metadata12),exts
# metadata = load_metadata('images')
metadata123,exts1 = load_metadata1('training_images')
labels1 =np.array([meta.file for meta in metadata123])
len(metadata123)
1091
img_path = metadata123[0]
img = load_image(str(img_path))
fig = plt.figure(str(img_path))
ax=fig.add_subplot(1,1,1)
_=plt.imshow(img)
import cv2
def load_image(path):
img = cv2.imread(path, 1)
# OpenCV loads images with color channels
# in BGR order. So we need to reverse them
return img[...,::-1]
from tqdm.notebook import tqdm
import cv2
facedetected = []
images = []
facemeta= []
for i,meta in tqdm(enumerate(metadata123)):
image =load_image(str(meta))
images.append(image)
image = cv2.resize(image,(224,224),interpolation = cv2.INTER_AREA)
face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades+ 'haarcascade_frontalface_default.xml')
gray = cv2.cvtColor(image,cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray,1.05,3)
facemeta.append(faces)
for (x,y,w,h) in faces:
cv2.rectangle(image,(x,y), (x+w,y+h),(225,0,0),2)
roi_gray = gray[y:y+h, x:x+w]
roi_color = image[y:y+h, x:x+w]
facedetected.append(image)
0it [00:00, ?it/s]
n=1
plt.axis('off')
_=plt.imshow(images[n])
import matplotlib.pyplot as plt
n=1
plt.axis('off')
_=plt.imshow(facedetected[n])
x_cor= []
y_cor= []
wdth= []
height = []
nooffaces= []
image_name = []
for i, face in tqdm(enumerate(facemeta)):
if(len(face)>0):
for (x,y,w,h) in face:
x_cor.append(x)
y_cor.append(y)
wdth.append(w)
height.append(h)
nooffaces.append(len(face))
image_name.append(labels1[i])
else:
x_cor.append(0)
y_cor.append(0)
wdth.append(0)
height.append(0)
nooffaces.append(len(face))
image_name.append(labels1[i])
0it [00:00, ?it/s]
import pandas as pd
Dataframe_images = pd.DataFrame({'x': x_cor,'y':y_cor,'w':wdth,'h':height,'Total_faces':nooffaces,'Image_name':image_name})
Dataframe_images.head()
| x | y | w | h | Total_faces | Image_name | |
|---|---|---|---|---|---|---|
| 0 | 56 | 52 | 159 | 159 | 1 | real_00001.jpg |
| 1 | 31 | 52 | 162 | 162 | 1 | real_00002.jpg |
| 2 | 14 | 46 | 132 | 132 | 1 | real_00003.jpg |
| 3 | 50 | 63 | 136 | 136 | 2 | real_00004.jpg |
| 4 | 4 | 4 | 63 | 63 | 2 | real_00004.jpg |
Dataframe_images.to_csv('Facedetection.csv',index=False)
Company X intends to build a face identification model to recognise human faces.
The dataset comprises of images and its mask where there is a human face.
Face Aligned Face Dataset from Pinterest. This dataset contains 10,770 images for 100 people. All images are taken from 'Pinterest' and aligned using dlib library. Some data samples:
# Imports
import pandas as pd, numpy as np, matplotlib.pyplot as plt, sklearn, re, random
import matplotlib.gridspec as gridspec
from tqdm.notebook import tqdm
import tensorflow, cv2
%matplotlib inline
# Extract content from zipfile
from zipfile import ZipFile
# Model
from tensorflow.keras.layers import ZeroPadding2D, Convolution2D, MaxPooling2D, Dropout, Flatten, Activation
from tensorflow.keras.models import Sequential, Model
from sklearn.svm import SVC
# Encode, standardize and PCA
from sklearn.metrics import classification_report, confusion_matrix, accuracy_score
from sklearn.model_selection import RandomizedSearchCV, GridSearchCV
from sklearn.preprocessing import LabelEncoder, StandardScaler
from sklearn.decomposition import PCA
import os
cwd=os.getcwd()
%pwd
'C:\\Users\\hp\\Computer vision'
import os; os.chdir(cwd)
images_path = "PINS.zip"
from zipfile import ZipFile
with ZipFile(images_path,'r') as zip:
zip.extractall("")
Hint: Metadata means derived information from the available data which can be useful for particular problem statement.
import numpy as np
class IdentityMetadata():
def __init__(self, base, name, file):
# print(base, name, file)
# dataset base directory
self.base = base
# identity name
self.name = name
# image file name
self.file = file
def __repr__(self):
return self.image_path()
def image_path(self):
return os.path.join(self.base, self.name, self.file)
def load_metadata(path):
metadata = []
exts = []
for i in os.listdir(path):
for f in os.listdir(os.path.join(path, i)):
# Check file extension. Allow only jpg/jpeg' files.
ext = os.path.splitext(f)[1]
if ext == '.jpg' or ext == '.jpeg':
metadata.append(IdentityMetadata(path, i, f))
exts.append(ext)
return np.array(metadata), exts
metadata, exts = load_metadata('PINS')
labels = np.array([meta.name for meta in metadata])
Hint: Use ‘vgg_face_weights.h5’
def load_image(path):
img = cv2.imread(path, 1)
# OpenCV loads images with color channels
# in BGR order. So we need to reverse them
return img[...,::-1]
def vgg_face():
model = Sequential()
model.add(ZeroPadding2D((1, 1), input_shape = (224, 224, 3)))
model.add(Convolution2D(64, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(64, (3, 3), activation = 'relu'))
model.add(MaxPooling2D((2, 2), strides = (2, 2)))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(128, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(128, (3, 3), activation = 'relu'))
model.add(MaxPooling2D((2, 2), strides = (2, 2)))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(256, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(256, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(256, (3, 3), activation = 'relu'))
model.add(MaxPooling2D((2, 2), strides = (2, 2)))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(512, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(512, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(512, (3, 3), activation = 'relu'))
model.add(MaxPooling2D((2, 2), strides =(2, 2)))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(512, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(512, (3, 3), activation = 'relu'))
model.add(ZeroPadding2D((1, 1)))
model.add(Convolution2D(512, (3, 3), activation = 'relu'))
model.add(MaxPooling2D((2, 2), strides=(2, 2)))
model.add(Convolution2D(4096, (7, 7), activation = 'relu'))
model.add(Dropout(0.5))
model.add(Convolution2D(4096, (1, 1), activation = 'relu'))
model.add(Dropout(0.5))
model.add(Convolution2D(2622, (1, 1)))
model.add(Flatten())
model.add(Activation('softmax'))
return model
model = vgg_face()
model.load_weights('vgg_face_weights.h5')
print(model.summary())
Model: "sequential_1"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
zero_padding2d_13 (ZeroPadd (None, 226, 226, 3) 0
ing2D)
conv2d_16 (Conv2D) (None, 224, 224, 64) 1792
zero_padding2d_14 (ZeroPadd (None, 226, 226, 64) 0
ing2D)
conv2d_17 (Conv2D) (None, 224, 224, 64) 36928
max_pooling2d_5 (MaxPooling (None, 112, 112, 64) 0
2D)
zero_padding2d_15 (ZeroPadd (None, 114, 114, 64) 0
ing2D)
conv2d_18 (Conv2D) (None, 112, 112, 128) 73856
zero_padding2d_16 (ZeroPadd (None, 114, 114, 128) 0
ing2D)
conv2d_19 (Conv2D) (None, 112, 112, 128) 147584
max_pooling2d_6 (MaxPooling (None, 56, 56, 128) 0
2D)
zero_padding2d_17 (ZeroPadd (None, 58, 58, 128) 0
ing2D)
conv2d_20 (Conv2D) (None, 56, 56, 256) 295168
zero_padding2d_18 (ZeroPadd (None, 58, 58, 256) 0
ing2D)
conv2d_21 (Conv2D) (None, 56, 56, 256) 590080
zero_padding2d_19 (ZeroPadd (None, 58, 58, 256) 0
ing2D)
conv2d_22 (Conv2D) (None, 56, 56, 256) 590080
max_pooling2d_7 (MaxPooling (None, 28, 28, 256) 0
2D)
zero_padding2d_20 (ZeroPadd (None, 30, 30, 256) 0
ing2D)
conv2d_23 (Conv2D) (None, 28, 28, 512) 1180160
zero_padding2d_21 (ZeroPadd (None, 30, 30, 512) 0
ing2D)
conv2d_24 (Conv2D) (None, 28, 28, 512) 2359808
zero_padding2d_22 (ZeroPadd (None, 30, 30, 512) 0
ing2D)
conv2d_25 (Conv2D) (None, 28, 28, 512) 2359808
max_pooling2d_8 (MaxPooling (None, 14, 14, 512) 0
2D)
zero_padding2d_23 (ZeroPadd (None, 16, 16, 512) 0
ing2D)
conv2d_26 (Conv2D) (None, 14, 14, 512) 2359808
zero_padding2d_24 (ZeroPadd (None, 16, 16, 512) 0
ing2D)
conv2d_27 (Conv2D) (None, 14, 14, 512) 2359808
zero_padding2d_25 (ZeroPadd (None, 16, 16, 512) 0
ing2D)
conv2d_28 (Conv2D) (None, 14, 14, 512) 2359808
max_pooling2d_9 (MaxPooling (None, 7, 7, 512) 0
2D)
conv2d_29 (Conv2D) (None, 1, 1, 4096) 102764544
dropout_2 (Dropout) (None, 1, 1, 4096) 0
conv2d_30 (Conv2D) (None, 1, 1, 4096) 16781312
dropout_3 (Dropout) (None, 1, 1, 4096) 0
conv2d_31 (Conv2D) (None, 1, 1, 2622) 10742334
flatten_1 (Flatten) (None, 2622) 0
activation_1 (Activation) (None, 2622) 0
=================================================================
Total params: 145,002,878
Trainable params: 145,002,878
Non-trainable params: 0
_________________________________________________________________
None
vgg_face_descriptor = Model(inputs = model.layers[0].input, outputs = model.layers[-2].output)
# Get embedding vector for first image in the metadata using the pre-trained model
img_path = metadata[0].image_path()
img = load_image(img_path)
# Normalising pixel values from [0-255] to [0-1]: scale RGB values to interval [0, 1]
img = (img / 255.).astype(np.float32)
img = cv2.resize(img, dsize = (224, 224))
print(img.shape)
# Obtain embedding vector for an image
# Get the embedding vector for the above image using vgg_face_descriptor model and print the shape
embedding_vector = vgg_face_descriptor.predict(np.expand_dims(img, axis = 0))[0]
print(embedding_vector.shape)
(224, 224, 3) 1/1 [==============================] - 1s 929ms/step (2622,)
embeddings = []
embeddings = np.zeros((metadata.shape[0], 2622))
for i, meta in tqdm(enumerate(metadata)):
try:
image = load_image(str(meta))
image = (image/255.).astype(np.float32)
image = cv2.resize(image, (224, 224))
embeddings[i] = vgg_face_descriptor.predict(np.expand_dims(image, axis = 0))[0]
except:
embeddings[i] = np.zeros(2622)
0it [00:00, ?it/s]
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0s 258ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 227ms/step 1/1 [==============================] - 0s 274ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 289ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 274ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 298ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 282ms/step 1/1 [==============================] - 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0s 243ms/step 1/1 [==============================] - 0s 306ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 274ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 266ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 297ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 306ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 250ms/step 1/1 [==============================] - 0s 274ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 308ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 330ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 313ms/step 1/1 [==============================] - 0s 234ms/step 1/1 [==============================] - 0s 274ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 289ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 253ms/step 1/1 [==============================] - 0s 360ms/step 1/1 [==============================] - 0s 266ms/step 1/1 [==============================] - 0s 280ms/step 1/1 [==============================] - 0s 278ms/step 1/1 [==============================] - 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0s 290ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 285ms/step 1/1 [==============================] - 0s 250ms/step 1/1 [==============================] - 0s 297ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 254ms/step 1/1 [==============================] - 0s 291ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 241ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 227ms/step 1/1 [==============================] - 0s 274ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 261ms/step 1/1 [==============================] - 0s 306ms/step 1/1 [==============================] - 0s 250ms/step 1/1 [==============================] - 0s 282ms/step 1/1 [==============================] - 0s 239ms/step 1/1 [==============================] - 0s 282ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 266ms/step 1/1 [==============================] - 0s 244ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 298ms/step 1/1 [==============================] - 0s 258ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 267ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 333ms/step 1/1 [==============================] - 0s 240ms/step 1/1 [==============================] - 0s 246ms/step 1/1 [==============================] - 0s 297ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 263ms/step 1/1 [==============================] - 0s 240ms/step 1/1 [==============================] - 0s 294ms/step 1/1 [==============================] - 0s 233ms/step 1/1 [==============================] - 0s 256ms/step 1/1 [==============================] - 0s 310ms/step 1/1 [==============================] - 0s 237ms/step 1/1 [==============================] - 0s 250ms/step 1/1 [==============================] - 0s 249ms/step 1/1 [==============================] - 0s 248ms/step 1/1 [==============================] - 0s 338ms/step 1/1 [==============================] - 0s 245ms/step 1/1 [==============================] - 0s 295ms/step 1/1 [==============================] - 0s 248ms/step 1/1 [==============================] - 0s 271ms/step 1/1 [==============================] - 0s 234ms/step 1/1 [==============================] - 0s 279ms/step 1/1 [==============================] - 0s 247ms/step 1/1 [==============================] - 0s 240ms/step 1/1 [==============================] - 0s 262ms/step 1/1 [==============================] - 0s 279ms/step 1/1 [==============================] - 0s 250ms/step 1/1 [==============================] - 0s 271ms/step 1/1 [==============================] - 0s 252ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 232ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 250ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 248ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 266ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 267ms/step 1/1 [==============================] - 0s 244ms/step 1/1 [==============================] - 0s 228ms/step 1/1 [==============================] - 0s 313ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 274ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 227ms/step 1/1 [==============================] - 0s 290ms/step 1/1 [==============================] - 0s 289ms/step 1/1 [==============================] - 0s 281ms/step 1/1 [==============================] - 0s 241ms/step 1/1 [==============================] - 0s 245ms/step 1/1 [==============================] - 0s 330ms/step 1/1 [==============================] - 0s 234ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 237ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 267ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 297ms/step 1/1 [==============================] - 0s 235ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 243ms/step 1/1 [==============================] - 0s 259ms/step 1/1 [==============================] - 0s 267ms/step 1/1 [==============================] - 0s 251ms/step 1/1 [==============================] - 0s 297ms/step 1/1 [==============================] - 0s 235ms/step
Consider distance metric as "Squared L2 distance" Squared l2 distance between 2 points (x1, y1) and (x2, y2) = (x1-x2)^2 + (y1-y2)^2
def distance(emb1, emb2):
return np.sum(np.square(emb1 - emb2))
def show_pair(idx1, idx2):
plt.figure(figsize = (8, 3))
plt.suptitle(f'Distance = {distance(embeddings[idx1], embeddings[idx2]):.2f}')
plt.subplot(121)
plt.imshow(load_image(metadata[idx1].image_path()))
plt.subplot(122)
plt.imshow(load_image(metadata[idx2].image_path()))
show_pair(2, 3)
show_pair(2, 180)
show_pair(30, 31)
show_pair(30, 100)
show_pair(70, 72)
show_pair(70, 115)
train_idx = np.arange(metadata.shape[0]) % 9 != 0
test_idx = np.arange(metadata.shape[0]) % 9 == 0
# Features
X_train = np.array(embeddings)[train_idx]
X_test = np.array(embeddings)[test_idx]
# Labels
y_train = np.array([meta.name for meta in metadata[train_idx]])
y_test = np.array([meta.name for meta in metadata[test_idx]])
display(X_train.shape, X_test.shape, y_train.shape, y_test.shape)
(9320, 2622)
(1166, 2622)
(9320,)
(1166,)
# Encode labels
en = LabelEncoder()
y_train = en.fit_transform(y_train)
y_test = en.transform(y_test)
# Standarize features
sc = StandardScaler()
X_train_sc = sc.fit_transform(X_train)
X_test_sc = sc.transform(X_test)
# Covariance matrix
cov_matrix = np.cov(X_train_sc.T)
# Eigen values and vector
eig_vals, eig_vecs = np.linalg.eig(cov_matrix)
# Cumulative variance explained
tot = sum(eig_vals)
var_exp = [(i /tot) * 100 for i in sorted(eig_vals, reverse = True)]
cum_var_exp = np.cumsum(var_exp)
print('Cumulative Variance Explained', cum_var_exp)
Cumulative Variance Explained [ 13.54529047 19.02462685 23.06968139 ... 99.99999983 99.99999999 100. ]
# Get index where cumulative variance explained is > threshold
thres = 95
res = list(filter(lambda i: i > thres, cum_var_exp))[0]
index = (cum_var_exp.tolist().index(res))
print(f'Index of element just greater than {thres}: {str(index)}')
Index of element just greater than 95: 346
# Ploting
plt.figure(figsize = (15 , 7.2))
plt.bar(range(1, eig_vals.size + 1), var_exp, alpha = 0.5, align = 'center', label = 'Individual explained variance')
plt.step(range(1, eig_vals.size + 1), cum_var_exp, where = 'mid', label = 'Cumulative explained variance')
plt.axhline(y = thres, color = 'r', linestyle = '--')
plt.axvline(x = index, color = 'r', linestyle = '--')
plt.ylabel('Explained Variance Ratio')
plt.xlabel('Principal Components')
plt.legend(loc = 'best')
plt.tight_layout()
plt.show()
# Reducing the dimensions
random_state=47
pca = PCA(n_components = index, random_state = random_state, svd_solver = 'full', whiten = True)
pca.fit(X_train_sc)
X_train_pca = pca.transform(X_train_sc)
X_test_pca = pca.transform(X_test_sc)
display(X_train_pca.shape, X_test_pca.shape)
(9320, 346)
(1166, 346)
#params_grid = [{'kernel': ['rbf'], 'gamma': [1e-2, 1e-3, 1e-4], 'C': [1, 10, 100, 1000], 'class_weight': ['balanced', None]}]
#svc = GridSearchCV(SVC(random_state = random_state), params_grid, cv = 3, scoring = 'f1_macro', verbose = 50, n_jobs = -1)
#svc.fit(X_train_pca, y_train)
#
#print('Best estimator found by grid search:')
#print(svc.best_estimator_)
#
#Best estimator found by grid search:
#SVC(C = 10, gamma = 0.0001, kernel = 'rbf', class_weight = 'balanced')
#Best estimator found by grid search:
#SVC(C = 10, gamma = 0.0001, kernel = 'rbf', class_weight = 'balanced')
svc_pca = SVC(C = 10, gamma = 0.0001, kernel = 'rbf', class_weight = 'balanced', random_state = random_state)
svc_pca.fit(X_train_pca, y_train)
print('SVC accuracy for train set: {0:.3f}'.format(svc_pca.score(X_train_pca, y_train)))
SVC accuracy for train set: 0.994
# Predict
y_pred = svc_pca.predict(X_test_pca)
# Accuracy Score
print('Accuracy Score: {}'.format(accuracy_score(y_test, y_pred).round(3)))
Accuracy Score: 0.961
names = [name.split('_')[1].title().strip() for name in labels]
# Classification Report
print('Classification Report: \n{}'.format(classification_report(y_test, y_pred, target_names = np.unique(names))))
Classification Report:
precision recall f1-score support
Aaron Paul 1.00 0.90 0.95 10
Alexandra Daddario 0.91 1.00 0.95 10
Alvaro Morte 1.00 1.00 1.00 14
Alycia Debnam Carey Face 1.00 1.00 1.00 12
Amanda Crew 1.00 1.00 1.00 7
Amaury Nolasco 0.89 0.89 0.89 9
Amber Heard Face 1.00 1.00 1.00 7
Anna Gunn 1.00 1.00 1.00 14
Anne Hathaway 1.00 1.00 1.00 14
Barbara Palvin Face 1.00 1.00 1.00 9
Bellamy Blake Face 0.87 0.93 0.90 14
Benedict Cumberbatch 1.00 1.00 1.00 12
Betsy Brandt 1.00 1.00 1.00 10
Bill Gates 1.00 0.90 0.95 10
Brenton Thwaites 1.00 1.00 1.00 15
Brie Larson 0.94 1.00 0.97 15
Brit Marling 0.80 1.00 0.89 12
Bryan Cranston 1.00 1.00 1.00 14
Caity Lotz 1.00 1.00 1.00 12
Cameron Monaghan 1.00 1.00 1.00 14
Chadwick Boseman Face 0.89 0.94 0.91 17
Chance Perdomo 0.82 1.00 0.90 9
Chris Evans 0.93 0.93 0.93 14
Chris Pratt 1.00 1.00 1.00 14
Cobie Smulders 0.93 0.87 0.90 15
Danielle Panabaker 1.00 1.00 1.00 14
Dave Franco 0.93 1.00 0.96 13
David Mazouz 1.00 1.00 1.00 11
Dominic Purcell 0.92 1.00 0.96 12
Drake 1.00 0.86 0.92 7
Dua Lipa Face 1.00 1.00 1.00 11
Dwayne Johnson 1.00 1.00 1.00 11
Eliza Taylor 1.00 1.00 1.00 12
Elizabeth Olsen Face 1.00 0.90 0.95 10
Elon Musk 1.00 0.94 0.97 16
Emilia Clarke 0.92 0.92 0.92 13
Emily Bett Rickards 1.00 0.83 0.91 6
Emma Stone 1.00 1.00 1.00 13
Emma Watson Face 1.00 1.00 1.00 8
Gal Gadot Face 1.00 1.00 1.00 15
Grant Gustin Face 1.00 0.91 0.95 11
Gwyneth Paltrow 1.00 1.00 1.00 8
Henry Cavil 1.00 1.00 1.00 14
Jason Isaacs 0.50 0.88 0.64 8
Jason Momoa 0.92 1.00 0.96 11
Jeff Bezos 1.00 1.00 1.00 7
Jeremy Renner 1.00 0.88 0.93 8
Jesse Eisenberg 1.00 1.00 1.00 11
Jim Parsons 1.00 0.91 0.95 11
Jon Bernthal 1.00 1.00 1.00 11
Josh Radnor 1.00 0.92 0.96 13
Kit Harington 0.94 0.94 0.94 16
Kristen Stewart Face 0.85 0.92 0.88 12
Krysten Ritter 0.88 1.00 0.93 14
Kumail Nanjiani 0.85 1.00 0.92 11
Lindsey Morgan Face 0.91 1.00 0.95 10
Maisie Williams 1.00 0.89 0.94 9
Margot Robbie Face 0.92 1.00 0.96 11
Maria Pedraza 1.00 1.00 1.00 9
Mark Ruffalo 1.00 1.00 1.00 13
Mark Zuckerberg 0.94 1.00 0.97 16
Martin Starr 1.00 1.00 1.00 15
Melissa Benoit 1.00 0.89 0.94 18
Miguel Herran 0.94 1.00 0.97 16
Mike Colter 1.00 0.94 0.97 17
Millie Bobby Brown 0.94 1.00 0.97 17
Morena Baccarin 1.00 0.94 0.97 16
Morgan Freeman 1.00 0.80 0.89 10
Neil Patrick Harris 1.00 1.00 1.00 10
Paul Rudd 0.93 1.00 0.97 14
Pedro Alonso 1.00 1.00 1.00 13
Peter Dinklage 1.00 1.00 1.00 12
Rami Melek 1.00 0.75 0.86 4
Rihanna 1.00 1.00 1.00 15
Rj Mitte 0.89 0.67 0.76 12
Robert Downey Jr Face 1.00 1.00 1.00 20
Robert Knepper 1.00 1.00 1.00 9
Robin Taylor 0.94 0.89 0.91 18
Ryan Reynolds 1.00 0.94 0.97 18
Sarah Wayne Callies 1.00 1.00 1.00 13
Scarlett Johansson 0.93 1.00 0.97 14
Sean Pertwee 1.00 0.90 0.95 10
Sebastian Stan 0.93 0.93 0.93 14
Selena Gomez 1.00 0.89 0.94 9
Shakira 1.00 0.94 0.97 16
Sophie Turner 1.00 0.86 0.92 7
Stephen Amell 1.00 1.00 1.00 7
Sundar Pichai 1.00 1.00 1.00 9
Tati Gabrielle 1.00 1.00 1.00 9
Taylor Swift 0.93 1.00 0.97 14
Thomas Middleditch 1.00 0.92 0.96 12
Tom Cavanagh 0.88 0.78 0.82 9
Tom Holland Face 1.00 1.00 1.00 11
Ursula Corbero 1.00 1.00 1.00 5
Wentworth Miller 0.78 1.00 0.88 7
Willa Holland 1.00 0.91 0.95 11
William Fichtner 1.00 1.00 1.00 13
Zendaya 1.00 0.85 0.92 13
accuracy 0.96 1166
macro avg 0.96 0.96 0.96 1166
weighted avg 0.97 0.96 0.96 1166
Hint: ‘Benedict Cumberbatch9.jpg’ and ‘Dwayne Johnson4.jpg’ are the test images.
img_path1 = "Benedict Cumberbatch9.jpg"
Test1 = load_image(img_path1)
fig = plt.figure(figsize =(15,7.2))
ax=fig.add_subplot(1,1,1)
title = "Benedict Cumberbatch9.jpg"
ax.set_title(title,fontsize=20)
_=plt.imshow(Test1)
img_path2 = "Dwayne Johnson4.jpg"
Test2 = load_image(img_path2)
fig = plt.figure(figsize =(15,7.2))
ax=fig.add_subplot(1,1,1)
title = "Dwayne Johnson4.jpg"
ax.set_title(title,fontsize=20)
_=plt.imshow(Test2)
def sample_img_plot(testimage,actualname):
# Load image for sample_idx from test data
sample_img = load_image(testimage)
# Get actual name
actual_name = actualname
# Normalizing pixel values
sample_img = (sample_img/255.).astype(np.float32)
# Resize
sample_img = cv2.resize(sample_img, (224, 224))
# Obtain embedding vector for sample image
embedding = vgg_face_descriptor.predict(np.expand_dims(sample_img, axis = 0))[0]
# Scaled the vector and reshape
embedding_scaled = sc.transform(embedding.reshape(1, -1))
# Predict
sample_pred = svc_pca.predict(pca.transform(embedding_scaled))
# Transform back
pred_name = en.inverse_transform(sample_pred)[0].split('_')[-1].title().strip()
return sample_img, actual_name, pred_name
sample_img, actual_name, pred_name = sample_img_plot(img_path1,'Benedict Cumberbatch')
fig = plt.figure(figsize = (15, 7.2))
plt.axis('off')
plt.imshow(sample_img)
plt.title(f"A: {actual_name} \n P: {pred_name}", color = 'green' if actual_name == pred_name else 'red')
plt.show()
1/1 [==============================] - 0s 272ms/step
sample_img, actual_name, pred_name = sample_img_plot(img_path2,'Dwayne Johnson')
fig = plt.figure(figsize = (15, 7.2))
plt.axis('off')
plt.imshow(sample_img)
plt.title(f"A: {actual_name} \n P: {pred_name}", color = 'green' if actual_name == pred_name else 'red')
plt.show()
1/1 [==============================] - 0s 344ms/step
